chore(tests): commit validation dataset and baseline reports into repo

Move the HF model list from ~/Documents/ into tests/enrich_hf_validation/test_data/ and commit the pipeline validation baseline artifacts (report.json, preprocessing_audit.json, README snapshots) into baselines/. Update config.py and run_validation.py defaults to use repo-relative paths via os.path.dirname(__file__) instead of ~/Documents/ hardcode. Originates from changes in 8fb00998 (validation pipeline audit).
2026-07-05 17:01:16 -03:00 · 2026-07-05 17:03:45 +08:00
parent 26c9ade1c9
commit 5494a70f40
49 changed files with 8253 additions and 3 deletions
--- a/tests/enrich_hf_validation/baselines/preprocessing_audit.json
+++ b/tests/enrich_hf_validation/baselines/preprocessing_audit.json
--- a/tests/enrich_hf_validation/baselines/readmes/Banano__banchan-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Banano__banchan-lora.md
@@ -0,0 +1,6 @@
+---
+pipeline_tag: text-to-image
+tags:
+- stable-diffusion
+---
+Potassium rich LoRA infused with likeness of [Banano Chan](https://twitter.com/Banano_Chan/). The digital waifu embodiment of [Banano](https://www.banano.cc/), a feeless and super fast meme cryptocurrency.
--- a/tests/enrich_hf_validation/baselines/readmes/Brioch__krea2_loras.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Brioch__krea2_loras.md
@@ -0,0 +1,10 @@
+---
+license: apache-2.0
+base_model:
+- krea/Krea-2-Raw
+pipeline_tag: text-to-image
+tags:
+- diffusers
+---
+
+# Krea 2 LoRAs
--- a/tests/enrich_hf_validation/baselines/readmes/D1-3105__HiDream-E1-Full_lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/D1-3105__HiDream-E1-Full_lora.md
@@ -0,0 +1,25 @@
+---
+tags:
+  - text-to-image
+  - lora
+  - diffusers
+  - template:diffusion-lora
+widget:
+- text: '-'
+  output:
+    url: images/trump.jpg
+base_model: HiDream-ai/HiDream-E1-Full
+instance_prompt: null
+
+---
+# HiDream-E1-Full
+
+<Gallery />
+
+
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/D1-3105/HiDream-E1-Full_lora/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/DS-Archive__ds-LoRA.md
+++ b/tests/enrich_hf_validation/baselines/readmes/DS-Archive__ds-LoRA.md
@@ -0,0 +1,248 @@
+---
+inference: false
+license: creativeml-openrail-m
+pipeline_tag: text-to-image
+tags:
+- art
+- stable-diffusion
+---
+# Doctor Shotgun's Networks
+
+This repository will serve as a location for uploading my personal LoRAs, LyCORIS, and Dreambooth models for Stable Diffusion 1.5.
+
+My CivitAI: https://civitai.com/user/DocShotgun/models
+
+Uploads to this repository will be without extensive preview image embeds to keep the main page clean.
+
+# Model Description and Usage
+
+Models are separated between standard LoRAs and LyCORIS (LoCon, LoHa, IA3, LoKr) networks.
+
+Automatic1111's WebUI now has native LoRA support. Install them in .\stable-diffusion-webui\models\Lora\ and activate them by prompting \<lora:name_of_your_lora:network_weight\>
+
+For LyCORIS models, Kohaku's extension is required for use (As of A1111 version 1.5.0+, LyCORIS support is integrated): https://github.com/KohakuBlueleaf/a1111-sd-webui-lycoris
+
+LyCORIS files are placed in .\stable-diffusion-webui\models\LyCORIS\ and activated with \<lyco:name_of_your_lycoris:network_weight\>
+
+Style networks are trained without trigger words required.
+
+# Training Details
+
+LoRAs trained locally using kohya_ss sd-scripts:
+
+https://github.com/kohya-ss/sd-scripts
+
+Several GUI options exist for sd-scripts including Derrian Distro's easy training scripts and bmaltais' GUI:
+
+https://github.com/derrian-distro/LoRA_Easy_Training_Scripts
+
+https://github.com/bmaltais/kohya_ss
+
+Kohaku's extension is required for training LyCORIS models:
+
+https://github.com/KohakuBlueleaf/LyCORIS
+
+# Table of Contents
+Epic Seven
+   - [Achates Larunda](#achates-larunda)
+   - [Amid](#amid)
+   - [Angel of Light Angelica](#angel-of-light-angelica)
+   - [Apocalypse Ravi](#apocalypse-ravi)
+   - [Landy](#landy)
+   - [Lone Crescent Bellona](#lone-crescent-bellona)
+   - [Luluca](#luluca)
+   - [Politis](#politis)
+   - [Specter Tenebria (Dark Tyrant)](#specter-tenebria-dark-tyrant)
+   - [Top Model Luluca](#top-model-luluca)
+
+Fate
+   - [Chloe von Einzbern](#chloe-von-einzbern)
+
+Idolmaster
+   - [Hoshii Miki](#hoshii-miki)
+   - [Minase Iori](#minase-iori)
+
+Persona 5
+   - [Ann Takamaki](#ann-takamaki)
+   - [Futaba Sakura](#futaba-sakura)
+   - [Haru Okumura](#haru-okumura)
+   - [Joker (Ren Amamiya)](#joker)
+   - [Kasumi Yoshizawa](#kasumi-yoshizawa)
+   - [Makoto Niijima](#makoto-niijima)
+   - [Ryuuji Sakamoto](#ryuuji-sakamoto)
+
+SSSS Gridman
+   - [Takarada Rikka](#takarada-rikka)
+
+Sword Art Online
+   - [Medina Orthinanos](#medina-orthinanos)
+   - [Silica](#silica)
+   - [Yuuki](#yuuki)
+
+Tales of Series
+   - [Alisha Diphda](#alisha-diphda)
+   - [Edna](#edna)
+   - [Symonne](#symonne)
+
+
+# Achates Larunda
+
+Base Outfit: dsachates, blonde hair, very long hair, twintails, blunt bangs, red eyes, hair ribbon, hat, skirt, gloves, white thighighs, garter straps, capelet
+
+Swimwear: alswim, blonde hair, very long hair, twintails, blunt bangs, red eyes, hair ribbon, bikini, sunglasses, eyewear on head, necklace, midriff, small breasts
+
+# Amid
+
+dsamid, purple hair, long hair, aqua eyes, pointy ears, hair ornament, hair flower, short dress, bare shoulders, thigh strap
+
+# Angel of Light Angelica
+
+dsaola, blue eyes, blonde hair, very long hair, twin braids, bangs, ahoge, halo, angel, flat chest, white dress, navel cutout, gloves, detached collar, strapless, neck ribbon, blue ribbon, bare shoulders, angel wings, barefoot
+
+# Apocalypse Ravi
+
+dsaravi, black hair, yellow eyes, pointy ears, very long hair, twintails, ahoge, horns, forehead mark, hair ribbon, red tabard, chest belt, elbow gloves, thighhigh boots, black shorts
+
+# Landy
+
+dslandy, pink hair, long hair, braid, yellow eyes, android, barcode tattoo, military uniform, white dress, cape, hat, elbow gloves, red thighhighs
+
+# Lone Crescent Bellona
+
+dsmellona, orange hair, very long hair, side ponytail, hair bun, hair ornament, yellow eyes, black dress, detached sleeves, cleavage, bare shoulders, fishnet thighhighs, asymmetrical legwear
+
+# Luluca
+
+Base Outfit: dsluluca, purple hair, very long hair, two side up, ahoge, heterochromia, hair ornament, black dress, navel cutout, thighhighs, gloves, garter straps
+
+Ocean Breeze Luluca: lulucaswim, purple hair, very long hair, twintails, ahoge, heterochromia, blue bikini, short shorts, visor cap
+
+# Politis
+
+dspoli, white hair, long hair, blue eyes, hairband, hair ornament, necklace, dress, bare shoulders, detached sleeves, gloves, thighhighs
+
+# Specter Tenebria (Dark Tyrant)
+
+dsstene, purple eyes, black hair, purple hair, long hair, bangs, medium breasts, ahoge, tiara, horns, dress, elbow gloves, cleavage, bare shoulders, clothing cutout
+
+# Top Model Luluca
+
+dstomoca, pink hair, very long hair, two side up, yellow eyes, small breasts, star hair ornament, hair bow, dress, bowtie, gloves, center cutout, single thighhigh
+
+# Chloe von Einzbern
+
+Base Outfit: chloebase, pink hair, long hair, hair bun, hairpin, yellow eyes, dark skin, dark-skinned female, long sleeves, stomach tattoo, midriff, waist cape
+
+Misc Outfits: dschloe, pink hair, side ponytail, yellow eyes, dark skin, dark-skinned female
+
+# Hoshii Miki
+
+dsmiki, blonde hair, long hair, ahoge, green eyes
+
+# Minase Iori
+
+dsiori, brown hair, long hair, pink eyes, hairband
+
+# Ann Takamaki
+
+(v2 prompting)
+
+Ann: dsann, blonde hair, long hair, twintails, swept bangs, blue eyes, hairclip
+
+Panther: dspanther, blonde hair, long hair, twintails, swept bangs, blue eyes, bodysuit, thigh boots, pink gloves, zipper, cleavage, clothing cutout, fake tail
+
+# Futaba Sakura
+
+(v2 prompting)
+
+Futaba: dsfutaba, orange hair, long hair, blunt bangs, ahoge, purple eyes, glasses
+
+(can add tag for headphones if desired)
+
+Oracle: dsoracle, orange hair, long hair, blunt bangs, ahoge, purple eyes, glasses, bodysuit, gloves, goggles on head, belt, neon trim
+
+# Haru Okumura
+
+(v2 prompting)
+
+Haru: dsharu, brown hair, short hair, brown eyes
+
+Noir: dsnoir, brown hair, short hair, brown eyes, pink shirt, ascot, skirt, vest, hat, hat feather, pantyhose, bandolier, purple gloves
+
+# Joker
+
+(v2 prompting)
+
+Ren: dsren, black hair, short hair, black eyes, glasses
+
+Joker (No mask): dsjoker, black hair, short hair, black eyes, high collar, black coat, dark grey shirt, long sleeves, pants, red gloves
+
+Joker (With mask): dsjoker, black hair, short hair, red eyes, mask, high collar, black coat, dark grey shirt, long sleeves, pants, red gloves
+
+# Kasumi Yoshizawa
+
+(v2 prompting)
+
+Kasumi: dskasumi, red hair, long hair, ponytail, red eyes, hair bow
+
+(can add sidelocks to the negative prompt to better suppress them from appearing)
+
+Sumire: dssumire, red hair, long hair, straight hair, red eyes, glasses
+
+Violet: dsviolet, red hair, long hair, ponytail, red eyes, black ribbon, hair ribbon, black leotard, jacket, red gloves, thigh boots, choker, frilled sleeves, silver rose
+
+# Makoto Niijima
+
+(v2 prompting)
+
+Makoto: dsmakoto, brown hair, short hair, crown braid, red eyes
+
+Queen: dsqueen, brown hair, short hair, crown braid, red eyes, bodysuit, shoulder spikes, scarf, white gloves
+
+# Ryuuji Sakamoto
+
+dsryuuji, blonde hair, short hair, brown eyes
+
+# Takarada Rikka
+
+dsrikka, black hair, long hair, blue eyes, cardigan, microskirt, red bowtie, school uniform, orange wrist scrunchie
+
+# Medina Orthinanos
+
+dsmedina, red hair, short hair, green eyes, medium breasts, cape, cleavage, gloves, thighhigh boots
+
+# Silica
+
+SAO Outfit: silicabase, brown hair, short twintails, red eyes, armor, pleated skirt, thighhighs, bare shoulders, breastplate, hair ribbon
+
+(try negative prompting "blue clothing" if you're getting the wrong color)
+
+ALO Outfit: silicaalo, brown hair, short twintails, red eyes, cat ears, cat tail, armor, pleated skirt, thighhighs, bare shoulders, breastplate, hair ribbon
+
+(try negative prompting "red clothing" if you're getting the wrong color)
+
+Misc Outfits: dssilica, brown hair, short twintails, red eyes, hair ribbon
+
+# Yuuki
+
+Main Outfit: yuukibase, purple hair, long hair, ahoge, red eyes, pointy ears, hairband, armor, breastplate, detached sleeves, leotard, purple skirt, bare shoulders, gloves
+
+Misc Outfits: dsyuuki, purple hair, long hair, ahoge, red eyes, pointy ears, hairband
+
+# Alisha Diphda
+
+Base Outfit: adarmor, blonde hair, side ponytail, green eyes, armor, neck ribbon, black shorts, garter straps, gauntlets, gloves, greaves
+
+Formalwear: adformal, blonde hair, side ponytail, green eyes, dress, blue jacket, white skirt, thighhighs, gloves, hat, hat feather
+
+Swimwear: adswim, blonde hair, long hair, twintails, green eyes, pink bikini, front-tie bikini top, necklace, sunglasses, armlet, bracelet, eyewear on head
+
+Misc Outfits: dsalisha, blonde hair, side ponytail, green eyes
+
+# Edna
+
+dsedna, blonde hair, short hair, side ponytail, blue eyes, hairband, ribbon, hair ribbon, dress, skirt, leg ribbon, choker, boots
+
+# Symonne
+
+dssymonne, black hair, purple hair, short hair, braid, red eyes, hair flower, hair ornament, pale skin, choker, bracelet, short shorts, belt, thighhighs
--- a/tests/enrich_hf_validation/baselines/readmes/DeverStyle__Krea2-Loras.md
+++ b/tests/enrich_hf_validation/baselines/readmes/DeverStyle__Krea2-Loras.md
@@ -0,0 +1,29 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/test_00425_.png
+  text: '-'
+base_model: krea/Krea-2-Turbo
+instance_prompt: null
+license: apache-2.0
+---
+# NotFal
+
+<Gallery />
+
+## NOT TO BE USED - Just an example 
+
+A repository to show how bad the recently uploaded [Fal Krea2 loras](https://huggingface.co/ilkerzgi/fal-Krea-2-Style-LoRAs) really can be and why you should not copy their training parameters or ever call a lora trained on 8 images a style lora.
+
+Two models are available just for your comparison pleasure, use the trigger word `n0t_f4l` for both.
+- a `n0t_f4l_000001000` (1000 steps / LR 0.0001) and a fal version `n0t_f4l_bad_100` (100 steps / LR 0.00035).
+
+## Download model
+
+
+[Download](/DeverStyle/Krea2-Loras/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/DeverStyle__Z-Image-loras.md
+++ b/tests/enrich_hf_validation/baselines/readmes/DeverStyle__Z-Image-loras.md
@@ -0,0 +1,74 @@
+---
+license: apache-2.0
+base_model:
+- Tongyi-MAI/Z-Image-Turbo
+tags:
+- z-image
+- lora
+- style
+- text-to-image
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: samples/arcane.png
+  text: Arcane style samples
+- output:
+    url: samples/archer.png
+  text: Archer style samples
+- output:
+    url: samples/blue_eye_samurai.png
+  text: Blue Eye Samurai style samples
+- output:
+    url: samples/dan-mumford-style.png
+  text: Dan Mumford style samples
+- output:
+    url: samples/inside_job.png
+  text: Inside Job style samples
+- output:
+    url: samples/devil_may_cry.png
+  text: Devil May Cry style samples
+---
+
+### List of models / Z-Image-Turbo (ZiT) LORAs
+
+<Gallery />
+
+You can download the models by going to the [Files and versions](https://huggingface.co/DeverStyle/Z-Image-loras/tree/main) tab.
+
+#### Devil May Cry style
+
+No trigger word needed. [samples](samples/devil_may_cry.png)
+
+#### Inside Job style
+
+[Inside Job IMDB link](https://www.imdb.com/title/tt10231312/)
+No trigger word needed. [samples](samples/inside_job.png)
+
+
+#### Blue Eye Samurai style
+
+[Blue Eye Samurai IMDB link](https://www.imdb.com/title/tt13309742/)
+No trigger word needed. [samples](samples/blue_eye_samurai.png)
+
+
+#### Archer style
+
+[Archer IMDB link](https://www.imdb.com/title/tt1486217/)
+No trigger word needed. [samples](samples/archer.png)
+
+
+#### Dan Mumford style
+
+[Artist website](https://www.dan-mumford.com/)
+No trigger word needed. [samples](samples/dan-mumford-style.png)
+
+
+#### Arcane style
+
+[Arcane IMDB link](https://www.imdb.com/title/tt11126994)
+No trigger word needed. [samples](samples/arcane.png)
+
+
+#### Important notes
+The LoRAs in this repository are created for research purposes only and are not intended for commercial use. They are based on TV series which are protected by copyright. Users utilize these models at their own risk. Users are obligated to comply with copyright laws and applicable regulations. The models have been developed for non-commercial purposes, and it is not my intention to infringe on any copyright. I assume no responsibility for any damages or legal consequences arising from the use of these models.
--- a/tests/enrich_hf_validation/baselines/readmes/EarthnDusk__DuskfallArt_LoRa.md
+++ b/tests/enrich_hf_validation/baselines/readmes/EarthnDusk__DuskfallArt_LoRa.md
@@ -0,0 +1,61 @@
+---
+license: creativeml-openrail-m
+language:
+- en
+base_model:
+- stable-diffusion-v1-5/stable-diffusion-v1-5
+pipeline_tag: text-to-image
+library_name: diffusers
+tags:
+- art
+- lora
+---
+LoRa based on our art.
+
+## Support Earth & Dusk
+
+AI is our primary source of income.  Your support is greatly appreciated!
+
+*   **GitHub:** [Ktiseos-Nyx](https://github.com/Ktiseos-Nyx) (COLAB & Jupyter Notebooks for converter tools)
+*   **Discord:**
+    *   [Ktiseos Nyx Discord](https://discord.gg/HhBSvM9gBY)
+    *   [Earth & Dusk Main Discord](https://discord.gg/5t2kYxt7An)
+
+[![Kofi Shop](https://cdn-uploads.huggingface.co/production/uploads/63c09b32dd793d5a62895a95/xZdw-M5_jbCzho1hOFA8L.jpeg)](https://ko-fi.com/duskfallcrew/shop)
+
+[Visit my Ko-fi Shop](https://ko-fi.com/duskfallcrew/shop)
+
+[![Kofi Membership Tiers](https://cdn-uploads.huggingface.co/production/uploads/63c09b32dd793d5a62895a95/0sh81NrNGTcw4a9B6-J1F.png)](https://ko-fi.com/duskfallcrew/tiers)
+
+[Explore Membership Tiers](https://ko-fi.com/duskfallcrew/tiers)
+
+## Usage Guidelines
+
+*   **Do:** Use [XYPHER'S Tool](https://xypher7.github.io/lora-metadata-viewer/) to find metadata. Reuse, Recycle, and Merge! Credit creators & keep metadata for inspiration.
+*   **Don't:** Re-upload this model.
+
+## Connect with Earth & Dusk
+
+*   [E&D Discord](https://discord.gg/5t2kYxt7An): Join our Earth & Dusk community!
+*   [AI Discord](https://discord.gg/HhBSvM9gBY): AI discussions.
+*   [Website](https://end-media.org/): (Under Construction).
+*   [Capsekai Resources](https://capsekai.carrd.co/): Useful resources.
+*   [Patreon](https://www.patreon.com/earthndusk): Support & exclusive rewards!
+*   [Subreddit](https://www.reddit.com/r/earthndusk/): Join the discussion.
+*   [Merch Shop](https://duskfallcrew-shop.fourthwall.com/): Official merchandise.
+*   [YouTube](https://www.youtube.com/channel/UCk7MGP7nrJz5awBSP75xmVw): Subscribe for videos.
+*   [TikTok](https://www.tiktok.com/@duskfallcrew): Short-form videos.
+*   [Twitch](https://twitch.tv/duskfallcrew): Live streams.
+*   [Instagram](https://instagram.com/duskfallcrew): Photos & updates.
+*   [Ko-Fi](https://ko-fi.com/duskfallcrew/): Membership & support.
+*   [Buy Me a Coffee](https://www.buymeacoffee.com/duskfallxcrew): Fuel our creativity!
+
+## Sponsors & Supporters
+
+*   [Pirate Diffusion](https://www.piratediffusion.com/): Supportive since 2023!
+*   [Yodayo/Moescape](https://moescape.ai/): Supportive since 2023!
+
+## Referral Links
+
+*   [Runpod](https://runpod.io/?ref=yx1lcptf)
+*   [VastAI](https://cloud.vast.ai/?ref=70354)
--- a/tests/enrich_hf_validation/baselines/readmes/EarthnDusk__Gambit_Xmen_Anime_Lora_V1_1.md
+++ b/tests/enrich_hf_validation/baselines/readmes/EarthnDusk__Gambit_Xmen_Anime_Lora_V1_1.md
@@ -0,0 +1,28 @@
+---
+license: creativeml-openrail-m
+datasets:
+- Duskfallcrew/remydataset
+language:
+- en
+pipeline_tag: text-to-image
+tags:
+- LoRA
+- Comics
+- Gambit
+---
+
+# Anime Styled Gambit  / X-men LoRa trained via:  
+https://colab.research.google.com/github/Linaqruf/kohya-trainer/blob/main/kohya-LoRA-dreambooth.ipynb
+
+# Coffee Is Nice: 
+https://ko-fi.com/DUSKFALLcrew
+
+
+# Prompt Created with: https://huggingface.co/spaces/SmilingWolf/wd-v1-4-tags
+
+Concept tag i beleive is just RemyLebeau
+
+![Gambit_Xmen_Anime_Lora 0](https://huggingface.co/Duskfallcrew/Gambit_Xmen_Anime_Lora/resolve/main/im_20230228035616_003_778328594.png)
+![Gambit_Xmen_Anime_Lora 0](https://huggingface.co/Duskfallcrew/Gambit_Xmen_Anime_Lora/resolve/main/im_20230228035616_002_1008956484.png)
+![Gambit_Xmen_Anime_Lora 0](https://huggingface.co/Duskfallcrew/Gambit_Xmen_Anime_Lora/resolve/main/im_20230228035616_001_483283343.png)
+![Gambit_Xmen_Anime_Lora 0](https://huggingface.co/Duskfallcrew/Gambit_Xmen_Anime_Lora/resolve/main/im_20230228035616_000_1921798492.png)
--- a/tests/enrich_hf_validation/baselines/readmes/Haruka041__z-image-anime-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Haruka041__z-image-anime-lora.md
@@ -0,0 +1,31 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/1000100319.jpg
+  text: >-
+    masterpiece, best quality, anime style, itadori yuji, jujutsu kaisen, pink
+    spiky hair, undercut, 1boy, muscular male, shirtless, black swim trunks,
+    wrist watch, wet skin, water drops, sweat, wiping sweat, hand on forehead,
+    arm up, open mouth, blushing, heavy breathing, from below, low angle, worm's
+    eye view, looking down at viewer, background swimming pool, pool ladder,
+    metal railing, blue sky, bright sunlight, lens flare, sun shafts, summer
+    vibes, vibrant colors
+base_model: Tongyi-MAI/Z-Image-Turbo
+instance_prompt: null
+license: apache-2.0
+---
+# Z-Ani
+
+<Gallery />
+
+
+
+## Download model
+
+
+[Download](/Haruka041/z-image-anime-lora/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/Komorebi1995__krea2-raw-jpaf-celpaint-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Komorebi1995__krea2-raw-jpaf-celpaint-lora.md
@@ -0,0 +1,114 @@
+---
+license: other
+library_name: comfyui
+pipeline_tag: text-to-image
+tags:
+- krea2
+- lora
+- safetensors
+- style-lora
+- comfyui
+- jpaf-celpaint
+---
+
+# Krea2 Raw JPAF_CELPAINT LoRA
+
+这是一个基于 Krea2 Raw 训练的 `JPAF_CELPAINT` 风格 LoRA，用于生成干净的 celpaint 画面：克制色彩、清晰线条、生活化背景，以及纸张、牌面、屏幕上的低密度不可读装饰痕迹。
+
+- Hugging Face 模型仓库：https://huggingface.co/Komorebi1995/krea2-raw-jpaf-celpaint-lora
+- GitHub 展示仓库：https://github.com/Hana19951208/krea2-raw-jpaf-celpaint-lora
+- 英文说明：[README.en.md](README.en.md)
+- 触发词：把 `JPAF_CELPAINT.` 放在 prompt 开头。
+
+## 推荐用法
+
+| 用途 | 文件 | 建议 strength | 说明 |
+|---|---|---:|---|
+| 默认推荐 | `krea2_raw_jpaf_celpaint_full_v1_000000750.safetensors` | `0.8` | 风格、线条、泛化和亮度最均衡。 |
+| 备用 | `krea2_raw_jpaf_celpaint_full_v1_000001000.safetensors` | `0.6` | 更稳、更软一点，适合不想过强风格时用。 |
+| 可用但偏暗 | `krea2_raw_jpaf_celpaint_full_v1_000001250.safetensors` | `0.6` | 画面更暗，默认不优先。 |
+| final | `krea2_raw_jpaf_celpaint_full_v1.safetensors` | `0.6` | 1500 step final，可加载，但不作为默认推荐。 |
+
+## 验证链路
+
+验证图使用 Win11 本地 Krea2 Turbo ComfyUI 链生成：
+
+```text
+UNETLoader: krea2_turbo_fp8_scaled.safetensors
+CLIPLoader: qwen3vl_4b_fp8_scaled.safetensors, type=krea2, device=default
+VAELoader: qwen_image_vae.safetensors
+LoraLoaderModelOnly: strength_model
+ConditioningZeroOut negative
+EmptyLatentImage: 1280x720
+KSampler: euler/simple, steps=8, cfg=1, denoise=1
+```
+
+完整验证矩阵为 8 个 prompt x base + 750/1000/1250/1500_final 的 0.6/0.8/1.0，共 104 张。结论：`CONDITIONAL_PASS`。
+
+## strength=0.8 step 对比
+
+下面同一组 prompt 横向对比，纵向是 base / step 750 / step 1000 / step 1250 / step 1500 final。可以看到 step 越深，画面整体更暗，姿态和构图吸附也更强；因此默认推荐 step 750。
+
+<img src="images/strength_0_8_step_comparison_grid.jpg" width="1100">
+
+### base
+
+<img src="images/base_strength_0_0_row.jpg" width="1100">
+
+### step 750, strength 0.8
+
+<img src="images/step_750_strength_0_8_row.jpg" width="1100">
+
+### step 1000, strength 0.8
+
+<img src="images/step_1000_strength_0_8_row.jpg" width="1100">
+
+### step 1250, strength 0.8
+
+<img src="images/step_1250_strength_0_8_row.jpg" width="1100">
+
+### step 1500 final, strength 0.8
+
+<img src="images/step_1500_final_strength_0_8_row.jpg" width="1100">
+
+## 展示 prompt
+
+### 城市黄昏
+
+```text
+JPAF_CELPAINT. A 16:9 single-frame celpaint scene of a quiet city shopping street at dusk, warm shop windows, damp pavement reflections, a small storefront sign with faint decorative marks, pedestrians in everyday clothing, clean linework, restrained colors, natural evening light.
+```
+
+### 公共中庭
+
+```text
+JPAF_CELPAINT. A 16:9 single-frame celpaint scene in a public library atrium with high windows, visitors moving calmly, wayfinding boards and notice panels carrying soft unreadable lettering, layered background details, balanced perspective, gentle daylight.
+```
+
+### 双人互动
+
+```text
+JPAF_CELPAINT. A 16:9 single-frame celpaint scene of two coworkers sharing lunch in a small back room, lunch boxes, tools, a receipt pad with subtle decorative lines, relaxed body language, layered props, soft overhead light, restrained celpaint shading.
+```
+
+### 空街泛化
+
+```text
+JPAF_CELPAINT. A 16:9 single-frame celpaint scene of an empty residential street in early morning, parked scooters, closed shutters, a notice board with subtle glyph-like marks, quiet air, clean edges, layered urban details, no central character.
+```
+
+### 新职业泛化
+
+```text
+JPAF_CELPAINT. A 16:9 single-frame celpaint scene of an airport security assistant helping a traveler arrange belongings at a checkpoint, trays, a small screen with an unreadable dark interface, soft fluorescent light, natural poses, detailed props, restrained color palette.
+```
+
+## 注意事项
+
+- 不建议直接使用更深 checkpoint + 高 strength 作为默认组合，容易变暗。
+- 不要在 prompt 中要求真实可读文字、logo、水印、品牌名。
+- 牌面、纸张、屏幕建议写 `faint decorative marks`、`loose unreadable strokes`、`subtle glyph-like marks` 这类低密度不可读描述。
+
+## License
+
+`other`。请同时遵守 Krea2 Raw / Krea2 Turbo 及上游资产的许可约束。
--- a/tests/enrich_hf_validation/baselines/readmes/Leon1000__pixel_spritesheet_4walk_small_lora_v1.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Leon1000__pixel_spritesheet_4walk_small_lora_v1.md
@@ -0,0 +1,105 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/knight.png
+  text: >-
+    A pixel art spritesheet of a medieval knight wearing metal armor and a
+    helmet with a red plume. The spritesheet is a 4 by 4 grid of four rows of
+    frames - first row is 3 walking frames facing down and 1 frame both arms
+    raised, second row is 3 walking frames facing left and 1 frame jumping left,
+    third row is 3 walking frames facing right and 1 frame jumping right, fourth
+    row is 3 walking frames back view facing up and 1 frame lying on floor.
+- output:
+    url: images/witch.png
+  text: >-
+    A pixel art spritesheet of a witch with long red hair and blue eyes, wearing
+    a purple hat and robes trimmed with white and light purple colors. The
+    spritesheet is a 4 by 4 grid of four rows of frames - first row is 3 walking
+    frames facing down and 1 frame both arms raised, second row is 3 walking
+    frames facing left and 1 frame jumping left, third row is 3 walking frames
+    facing right and 1 frame jumping right, fourth row is 3 walking frames back
+    view facing up and 1 frame lying on floor.
+- output:
+    url: images/werewolf.png
+  text: >-
+    A pixel art spritesheet of a werewolf with light gray fur and yellow eyes,
+    wearing a red scarf around his neck, and brown leather pants. The
+    spritesheet is a 4 by 4 grid of four rows of frames - first row is 3 walking
+    frames facing down and 1 frame both arms raised, second row is 3 walking
+    frames facing left and 1 frame jumping left, third row is 3 walking frames
+    facing right and 1 frame jumping right, fourth row is 3 walking frames back
+    view facing up and 1 frame lying on floor.
+base_model: black-forest-labs/FLUX.2-klein-base-4B
+instance_prompt: null
+license: apache-2.0
+---
+# pixel_spritesheet_4walk_small_lora_v1
+
+<Gallery />
+
+## Model description 
+
+A pixel art spritesheet LoRA for small 32x32 characters, with animation frames for walking up&#x2F;down&#x2F;left&#x2F;right, standing with both arms raised, jumping left&#x2F;right, and lying on the floor.
+
+## How to use
+
+You can use the default FLUX.2 Klein base 4B workflows from ComfyUI. Both the text-to-image workflow and the edit base workflow work.
+
+Images should be 512x512 because that&#39;s the size of the spritesheets used in training.
+
+Both the 2750-steps LoRA and the 3000-steps LoRA are available. The 3000-steps version seems to be more consistent in making humanoid characters, but the 2750-steps version seems a bit more creative in non-humanoid characters if using edit + an image reference.
+
+## Does this LoRA work with FLUX.2 Klein 4B distilled?
+
+No. It&#39;s technically compatible, but the distilled model ruins the quality of the pixels and the consistency. Use the base model.
+
+## How to get pixel-perfect images
+
+To get pixel-perfect images, downscale by a factor of 4. So 512x512 images should downscale to 128x128. Using k-centroid scaling works well.
+
+See the examples below:
+
+| Raw output      | K-centroid downscaled, then upscaled back to 512x512      |
+| ------------- | ------------- |
+| ![knight](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;Sv2ldfiM4S2-5tlzE0buh.png) | ![knight_clean](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;cSDU6bnl85wUNL_yV23XO.png) |
+| ![witch](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;VJ8wzY3M6r1KM75KxFn8a.png) | ![witch_clean](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;Wcx-kKPwRX2sRG2mivTL0.png) |
+| ![werewolf](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;st8tgSE_Oq0RNedyW9tQS.png) | ![werewolf_clean](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;zAZ8nGev13qmhc3xTn-3_.png) |
+
+## Using an image reference
+
+You can use the edit workflow with an image reference of a character for your spritesheet.
+
+Prompt: *Create a pixel art spritesheet of the character in the image. The spritesheet is a 4 by 4 grid of four rows of frames - first row is 3 walking frames facing down and 1 frame both arms raised, second row is 3 walking frames facing left and 1 frame jumping left, third row is 3 walking frames facing right and 1 frame jumping right, fourth row is 3 walking frames back view facing up and 1 frame lying on floor.*
+
+![demon_man_image_ref](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/mq_NRXpKlWOEQMyBAIEhk.png)
+
+![astronaut_image_ref](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/MtCFgXHjqjfSsQI0KzPw3.png)
+
+![bluejay_image_ref](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/HyPn2YZST-C50FOXNTQT7.png)
+
+## Testing the spritesheets in a game
+
+If you want to quickly test your spritesheets in a 2D game, here&#39;s a simple &quot;sandbox&quot; game&#x2F;tool where you can upload the raw spritesheet outputs and spawn in your characters to move around:
+
+Link to tool [here](https://svntax.github.io/pixel-art-spritesheet-sandbox/)
+
+Source code [here](https://github.com/svntax/pixel-art-spritesheet-sandbox)
+
+## Notes
+
+This is a first attempt at making a pixel art spritesheet LoRA using small sprites. There are sometimes bad images generated with issues like hair or headwear being cut off, and non-human characters with bad anatomy. The bottom row of sprites with the back view also has problems with consistency sometimes (for example, the werewolf is missing the red scarf).
+
+## Credits
+
+- The dataset used to train this LoRA consists of spritesheets edited and based on a template spritesheet by [George Bailey](https:&#x2F;&#x2F;opengameart.org&#x2F;content&#x2F;16x16-game-assets), licensed under [CC BY 4.0](https:&#x2F;&#x2F;creativecommons.org&#x2F;licenses&#x2F;by&#x2F;4.0&#x2F;)
+
+
+## Download model
+
+
+[Download](/svntax-dev/pixel_spritesheet_4walk_small_lora_v1/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/Maisman__No-Game-NoLife-LoRAs.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Maisman__No-Game-NoLife-LoRAs.md
@@ -0,0 +1,182 @@
+---
+license: creativeml-openrail-m
+tags:
+- stable-diffusion
+- text-to-image
+---
+## Lora for No Game No Life
+---
+<p align="center"><img src="https://media.vgm.io/products/29/2592/2592-1593945190.png">
+
+# Table of Contents
+
+- [Shiro](#shiro)
+- [Izuna](#izuna)
+
+---
+
+# Shiro
+
+Civitai: [Click here!](https://civitai.com/models/11520/shiro-lora-or-no-game-no-life)
+
+How to use: 
+
+# UPDATE
+Shiro but now with her original Anime look! Just use
+"ngnl style" in prompt to trigger her Anime style! I also added "ngnl background". This will try to add the feeling of the ngnl world and add its style too. 
+
+Improvements: 
+
+Better Anime look
+
+She can now hold a chess piece (Okey sometimes but its better!)
+
+Better enviroment
+
+Better Shiro look. More detail
+
+Better Backgrounds
+
+Trigger Words same as before (version 1.0) + the new ones I mentioned on Civitai. I will add them here later. 
+
+
+Trigger Words
+
+hatsuse izuna, izuna, no game no life, kimono, hairband, fox ears, fox tail, 5 fingers, hands up, sitting, hands on face, open mouth, hand between legs, close face, blush, cards, 
+```
+hatsuse izuna, izuna, no game no life, kimono, hairband, fox ears, fox tail, 5 fingers, hands up, sitting, hands on face, open mouth, hand between legs, close face, blush, cards, 
+```
+
+Good weight ~0.5-0.6
+
+High = Anime like (0.7-0.9))
+
+Lower = Artwork like (0.5-0.6)
+
+Download v1.0: [Shiro Lora](https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/blob/main/MaismansShiroLora.safetensors)
+
+Download v2.0: [Better Shiro Lora](https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/blob/main/ShiroNGNL2_Lora.safetensors)
+
+▼ Example Images ▼
+
+
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/01722-2106806252-((masterpiece%2C%20best%20quality_1.2))%2C%20(ultra-detailed_1.2)%2C%20%2C%20Shiro%2C%20shiro_(no_game_no_life)%2C%20No%20Game%20No%20Life%2C%20purple%20clothes%2C%20long.png">
+
+Prompt: 
+```
+((masterpiece, best quality:1.2)), (ultra-detailed:1.2), <lora:MaismansShiroLora:0.6>, Shiro, shiro_(no_game_no_life), No Game No Life, purple clothes, long hair, purple thighhighs, long hair, 1girl,  blurry background, (crown), very_long_hair, blue background, (lying), Chess piece in background
+```
+Negative prompt: 
+```
+(nsfw, nude), (bad anatomy), extra limbs, lowres, destorced, (worst quality:1.4), (mouth open), (low quality:1.4), (trembling:1.4), (cropped head:1.4), (blurry), destorced hands,(disfigured), (bad hands, bad fingers, 1 finger, 2 fingers, 3 fingers, 6 fingers), watermark, wide hips, extra legs, bad legs,  (By bad artist -neg),
+```
+Steps: 30, Sampler: DPM++ 2M Karras, CFG scale: 5, Seed: 2106806252, Size: 512x768, Model: abyssorangemix2_Hardcore, Denoising strength: 0.6, Hires upscale: 2, Hires upscaler: Latent (antialiased)
+
+---
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/00147-1572915960-(hand)%2C%20(5%20figers_1.6).png">
+
+Prompt: 
+```
+((masterpiece, best quality)), (ultra-detailed), 5 fingers, illustration, <<lora:MaismansShiroLora:0.5>>, Shiro, shiro_(no_game_no_life), No Game No Life, long hair, purple thighhighs, long hair, 1girl,  blurry background, (crown), very_long_hair,  loli, blue background, (lying)
+```
+Negative prompt: 
+```
+bad anatomy, extra limbs, lowres, destorced, (worst quality:1.4), (mouth open), (low quality:1.4), (trembling:1.4), (cropped head:1.4), (blurry), destorced hands,(disfigured), ugly, bad hands, bad fingers, watermark, wide hips, extra legs, bad legs,  By bad artist -neg,  easynegative
+```
+Steps: 25, Sampler: DPM++ 2M Karras, CFG scale: 5, Seed: 2397796989, Size: 512x768, Model: abyssorangemix2_Hardcore, Denoising strength: 0.5, Hires upscale: 1.8, Hires upscaler: Latent
+
+
+---
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/01593-111538347-masterpiece_best_quality_ultra-detailed_5_fingers_illustration__Shiro_shiro_no_game_no_life_No_Game_No_Life_lon.png">
+
+Prompt: 
+```
+((masterpiece, best quality)), (ultra-detailed), 5 fingers, illustration, <lora:MaismansShiroLora:0.7>, Shiro, shiro_(no_game_no_life), No Game No Life, long hair, purple thighhighs, long hair, 1girl, blurry background, (crown), very_long_hair, loli, blue background, (lying),
+```
+Negative prompt: 
+```
+bad anatomy, extra limbs, lowres, destorced, (worst quality:1.4), (mouth open), (low quality:1.4), (trembling:1.4), (cropped head:1.4), (blurry), destorced hands,(disfigured), ugly, bad hands, bad fingers, watermark, wide hips, extra legs, bad legs, By bad artist -neg, easynegative
+```
+Steps: 20, Sampler: DPM++ 2M Karras, CFG scale: 5, Seed: 111538347, Size: 512x768, Model: abyssorangemix2_Hardcore, Denoising strength: 0.5, Hires upscale: 1.5, Hires upscaler: Latent
+
+
+---
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/01604-1254898106-((masterpiece%2C%20best%20quality))%2C%20(ultra-detailed)%2C%205%20fingers%2C%20illustration%2C%20%2C%20Shiro%2C%20shiro_(no_game_no_life)%2C%20No%20Game%20No%20Life%2C%20lon.png">
+
+Prompt: 
+```
+((masterpiece, best quality)), (ultra-detailed), 5 fingers, illustration, <lora:MaismansShiroLora:0.5>, Shiro, shiro_(no_game_no_life), No Game No Life, long hair, purple thighhighs, long hair, 1girl, blurry background, (crown), very_long_hair, loli, blue background, (lying),
+```
+Negative prompt: 
+```
+bad anatomy, extra limbs, lowres, destorced, (worst quality:1.4), (mouth open), (low quality:1.4), (trembling:1.4), (cropped head:1.4), (blurry), destorced hands,(disfigured), ugly, bad hands, bad fingers, watermark, wide hips, extra legs, bad legs, By bad artist -neg, easynegative
+```
+Steps: 25, Sampler: DPM++ 2M Karras, CFG scale: 5, Seed: 1254898106, Size: 512x768, Model: abyssorangemix2_Hardcore
+
+
+---
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/01650-4277505990-((masterpiece%2C%20best%20quality))%2C%20(ultra-detailed)%2C%205%20fingers%2C%20illustration%2C%20%2C%20Shiro%2C%20shiro_(no_game_no_life)%2C%20No%20Game%20No%20Life%2C%20lon.png">
+
+Prompt: 
+```
+((masterpiece, best quality)), (ultra-detailed), 5 fingers, illustration, <lora:MaismansShiroLora:0.6>, Shiro, shiro_(no_game_no_life), No Game No Life, long hair, purple thighhighs, long hair, 1girl, blurry background, (crown), very_long_hair, loli, blue background, (lying), cat ears, tail, (feet)
+```
+Negative prompt: 
+```
+NSFW, nude, bad anatomy, extra limbs, lowres, destorced, (worst quality:1.4), (mouth open), (low quality:1.4), (trembling:1.4), (cropped head:1.4), (blurry), destorced hands,(disfigured), ugly, bad hands, bad fingers, watermark, wide hips, extra legs, bad legs, (By bad artist -neg, (easynegative))
+```
+Steps: 25, Sampler: DPM++ 2M Karras, CFG scale: 5, Seed: 4277505990, Size: 512x768, Model: abyssorangemix2_Hardcore
+
+
+---
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/ShiroCatGirl.png">
+
+Prompt: 
+```
+((masterpiece, best quality)), (ultra-detailed), 5 fingers, illustration, <lora:MaismansShiroLora:0.5>, Shiro, shiro_(no_game_no_life), No Game No Life, long hair, purple thighhighs, long hair, 1girl, blurry background, (crown), very_long_hair, loli, blue background, (lying), cat ears, tail, (feet)
+```
+Negative prompt: 
+```
+NSFW, nude, bad anatomy, extra limbs, lowres, destorced, (worst quality:1.4), (mouth open), (low quality:1.4), (trembling:1.4), (cropped head:1.4), (blurry), destorced hands,(disfigured), ugly, bad hands, bad fingers, watermark, wide hips, extra legs, bad legs, (By bad artist -neg, (easynegative))
+```
+Steps: 25, Sampler: DPM++ 2M Karras, CFG scale: 5, Seed: 4277505989, Size: 512x768, Model: abyssorangemix2_Hardcore
+
+
+---
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/01740-2997027614-((masterpiece%2C%20best%20quality_1.2))%2C%20(ultra-detailed_1.2)%2C%20%2C%20Shiro%2C%20shiro_(no_game_no_life)%2C%20No%20Game%20No%20Life%2C%20purple%20clothes%2C%20long.png">
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/01756-218090946-((masterpiece%2C%20best%20quality_1.2))%2C%20(ultra-detailed_1.2)%2C%20%2C%20Shiro%2C%20shiro_(no_game_no_life)%2C%20No%20Game%20No%20Life%2C%20purple%20clothes%2C%20long.png">
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/images/01718-2106806251-((masterpiece%2C%20best%20quality_1.2))%2C%20(ultra-detailed_1.2)%2C%20%2C%20Shiro%2C%20shiro_(no_game_no_life)%2C%20No%20Game%20No%20Life%2C%20purple%20clothes%2C%20long.png">
+---
+
+- [Lora for No Game No Life](#lora-for-no-game-no-life)
+- [Shiro](#shiro)
+- [Izuna](#izuna)
+
+---
+
+# Izuna
+
+
+Civitai: [Click here!](https://civitai.com/models/12264/hatsuse-izuna-lora-or-no-game-no-life)
+
+Download: [Izuna Lora](https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/blob/main/IzunaLora.safetensors)
+
+```
+<lora:IzunaLora:1>
+```
+
+Weight 1 is actually really good. Try it!
+
+Use "5 fingers" in prompt. I tried to train the AI to make better hands. I think it does a better job then without. 
+
+<p align="center"><img src="https://huggingface.co/Maisman/No-Game-NoLife-LoRAs/resolve/main/01809-3128147556-((masterpiece%2C%20best%20quality_1.2))%2C%20(ultra-detailed_1.2)%2C%20%2C%20kimono%2C%20hairband%2C%20fox%20ears%2C%20fox%20tail%2C%20sitting%2C%20hand%20between%20legs%2C%20han.png">
+
+Prompt: 
+```
+((masterpiece, best quality:1.2)), (ultra-detailed:1.2), <lora:IzunaLora:1>, kimono, hairband, fox ears, fox tail, sitting, hand between legs, hand on face, open mouth, white background, 5 fingers, volumetric lighting, realistic, realistic lighting, 8k, cinematic lighting, depth of field, perfect, hyper-detailed,
+```
+Negative: 
+```
+(nsfw, nude), (bad anatomy), extra limbs, lowres, destorced, (worst quality:1.4), (mouth open), (low quality:1.4), (trembling:1.4), (cropped head:1.4), (blurry), destorced hands,(disfigured), (bad hands, bad fingers, 1 finger, 2 fingers, 3 fingers, 6 fingers), watermark, wide hips, extra legs, bad legs, (By bad artist -neg), easynegative,
+```
+
--- a/tests/enrich_hf_validation/baselines/readmes/Muapi__pov-missionary-legs-together-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Muapi__pov-missionary-legs-together-lora.md
@@ -0,0 +1,38 @@
+---
+license: openrail++
+library_name: diffusers
+base_model: OnomaAIResearch/Illustrious-xl-early-release-v0
+tags:
+  - lora
+  - text-to-image
+  - stable-diffusion-xl
+  - illustrious
+  - illustrious
+pipeline_tag: text-to-image
+---
+
+# POV Missionary-Legs Together | LoRA
+
+![preview](./preview.jpg)
+
+**Base model**: Illustrious
+**Trained words**: sex, missionary, pov
+
+## 🧠 Usage (Python)
+
+🔑 **Get your MUAPI key** from [muapi.ai/access-keys](https://muapi.ai/access-keys)
+
+```python
+import requests, os
+url = "https://api.muapi.ai/api/v1/sdxl-lora-image"
+headers = {"Content-Type": "application/json", "x-api-key": os.getenv("MUAPIAPP_API_KEY")}
+payload = {
+    "prompt": "masterpiece, best quality",
+    "lora_model": "pov-missionary-legs-together-lora",
+    "lora_strength": 1.0,
+    "width": 1024,
+    "height": 1024,
+    "num_images": 1
+}
+print(requests.post(url, headers=headers, json=payload).json())
+```
--- a/tests/enrich_hf_validation/baselines/readmes/Shakker-Labs__FLUX_1-dev-LoRA-Logo-Design.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Shakker-Labs__FLUX_1-dev-LoRA-Logo-Design.md
@@ -0,0 +1,73 @@
+---
+tags:
+- text-to-image
+- stable-diffusion
+- lora
+- diffusers
+- image-generation
+- flux
+- safetensors
+widget:
+- text: logo,Minimalist,A man stands in front of a door,his shadow forming the word "A",
+  output:
+    url: images/01.png
+- text: logo,Minimalist,A pair of chopsticks and a bowl of rice with the word "Lee",
+  output:
+    url: images/02.png
+- text: wablogo,Minimalist,Leaf and cat,logo,
+  output:
+    url: images/03.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: wablogo, logo, Minimalist
+license: other
+license_name: flux-1-dev-non-commercial-license
+license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+---
+# FLUX.1-dev-LoRA-Logo-Design
+
+This is a LoRA (Logo-Design) trained on FLUX.1-dev by [CJim](https://www.shakker.ai/userpage/b43e5cc7fcd64d2bbde42c6e889267cc/publish) on [Shakker AI](https://www.shakker.ai/modelinfo/0355942f9bd140a99e371ba5731894e8?from=personal_page).
+<div class="container">
+  <img src="./poster.jpg" width="1024"/>
+</div>
+
+## Showcases
+<Gallery />
+
+
+## Trigger words
+
+You should use `wablogo, logo, Minimalist` as trigger words. The recommended scale is `0.8` in diffusers.
+
+## Usage suggestion
+- Dual Combination: something and something, e.g., cat and coffee,
+
+- Font Combination: a shape plus a letter, e.g., a book with the word "M," or The fingerprint pattern consists of the letters "hp,"
+
+- Text Below Graphic: Below the graphic is the word "coffee," directly using with the word "XX" is also feasible
+
+## Inference
+
+```python
+import torch
+from diffusers import FluxPipeline
+
+pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
+pipe.load_lora_weights("Shakker-Labs/FLUX.1-dev-LoRA-Logo-Design", weight_name="FLUX-dev-lora-Logo-Design.safetensors")
+pipe.fuse_lora(lora_scale=0.8)
+pipe.to("cuda")
+
+prompt = "logo,Minimalist,A bunch of grapes and a wine glass"
+image = pipe(prompt, 
+             num_inference_steps=24, 
+             guidance_scale=3.5,
+            ).images[0]
+image.save(f"example.png")
+```
+
+## Online Inference
+
+You can also download this model at [Shakker AI](https://www.shakker.ai/modelinfo/0355942f9bd140a99e371ba5731894e8?from=personal_page), where we provide an online interface to generate images.
+
+
+## Acknowledgements
+This model is trained by our copyrighted users [CJim](https://www.shakker.ai/userpage/b43e5cc7fcd64d2bbde42c6e889267cc/publish). We release this model under permissions. The model follows [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
--- a/tests/enrich_hf_validation/baselines/readmes/TakeAswing__sdxl-lora-lofi.md
+++ b/tests/enrich_hf_validation/baselines/readmes/TakeAswing__sdxl-lora-lofi.md
@@ -0,0 +1,47 @@
+---
+license: apache-2.0
+base_model: stabilityai/stable-diffusion-xl-base-1.0
+pipeline_tag: text-to-image
+library_name: diffusers
+tags:
+- sdxl
+- lora
+- diffusers
+- text-to-image
+datasets:
+- TakeAswing/LoFi-image-pixabay
+---
+
+# SDXL LoRA - Lofi
+
+This repository contains a LoRA adapter trained on Stable Diffusion XL.
+
+## Base Model
+
+- stabilityai/stable-diffusion-xl-base-1.0
+
+## Usage
+
+```python
+import torch
+from diffusers import StableDiffusionXLPipeline
+
+pipe = StableDiffusionXLPipeline.from_pretrained(
+    "stabilityai/stable-diffusion-xl-base-1.0",
+    torch_dtype=torch.float16
+).to("cuda")
+
+pipe.load_lora_weights("YOUR_USERNAME/sdxl-lora-lofi")
+
+image = pipe(
+    "LofiAnimeStyle, A cozy studyroom at night with rain outside",
+    num_inference_steps=30,
+).images[0]
+
+image.save("output.png")
+```
+
+## Files
+
+- `pytorch_lora_weights.safetensors`
+- `adapter_config.json`
--- a/tests/enrich_hf_validation/baselines/readmes/Tanger__LoraByTanger.md
+++ b/tests/enrich_hf_validation/baselines/readmes/Tanger__LoraByTanger.md
@@ -0,0 +1,146 @@
+---
+license: creativeml-openrail-m
+language:
+- en
+library_name: diffusers
+pipeline_tag: text-to-image
+tags:
+- Lora
+- stable-diffusion
+---
+<style>
+  div{height:250px;float:left;}
+  div img{height:100%;}
+</style>
+---
+- ## Introduction of LoraByTanger - 介绍
+  欢迎使用由Tanger训练的Lora模型，此模型库包括了本人当前训练并筛选出的所有人物Lora模型，目前以原神角色为主，但未来也会包括更多的游戏人物与二次元角色（一切以个人喜好与XP为准）。
+
+  Welcome to LoraByTanger. This model library includes all the Lora models I have trained and selected so far. Currently, the GenShin Impact characters are main, but in the future, more game characters and anime characters will be included (all subject to personal preference and XP).
+
+- ## Composition - 组成
+  每个Lora文件夹包含了-Each Lora folder contains:
+  1. Lora Model
+  2. test.png (Generated by ["AbyssOrangeMix2_hard.safetensors"](https://huggingface.co/WarriorMama777/OrangeMixs/tree/main/Models/AbyssOrangeMix2))
+  3. Good pics * n (Generated by other models)
+  4. "xx配置文件.json" means the training parameters used in this Lora.
+
+- ## Suggestions - 建议
+  适当降低权重使用可确保一定的泛化能力（换衣服），如果出现某个原配服饰无法消除，可在负面词会添加对应tag~
+  适当调高cfg有益于提升画面精细程度，且不同模型有不同的适宜区间。
+  Appropriately reduce the use of weight can ensure a certain generalization ability (change clothes).
+  If there is a certain original clothing can not be eliminated, please add the corresponding tag to the negative promote~ 
+  Adjust the cfg is beneficial to improve the picture quality, and different models have different appropriate interval.
+  <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Nilou_妮露/cfg-test.png>
+
+
+- ## Examples - 例图
+  所有测试图均由["AbyssOrangeMix2_hard"](https://huggingface.co/WarriorMama777/OrangeMixs/tree/main/Models/AbyssOrangeMix2)生成，至于为什么全是死库水，可能<del>（这就是爱）</del>我只是想测试一下Lora的泛化能力。如果想要完全还原角色，建议随便找一张角色原图反推tag后，加入prompt以还原角色，或者干脆不额外使用服装等影响角色形象的tag。
+  
+  (可在文件列表中找到原图，并放入WebUi查看关键词等信息) - (You can find the original image in the file list, and put WebUi to view keywords and other information)
+  
+
+  - # Candace_坎蒂丝
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Candace_坎蒂丝/test.png>
+  
+  - # Kamisato_Ayaka_神里凌华
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Kamisato_Ayaka_神里凌华/test.png>
+  
+  - # Layla_莱依拉
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Layla_莱依拉/test.png>
+  
+  - # Yanfei_烟绯
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yanfei_烟绯/test.png>
+  
+  - # Ranni_菈妮
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/test.png>
+  
+  - # Yoimiya_霄宫
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yoimiya_霄宫/test.png>
+  
+  - # Ningguang_凝光
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ningguang_凝光/test.png>
+  
+  - # Noelle_诺艾尔
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Noelle_诺艾尔/test.png>
+  
+  - # Nilou_妮露
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Nilou_妮露/test.png>
+  
+  - # Mobius_梅比乌斯
+  
+    又又又重炼几炉。。。基本实现了三套服装稳定合并到一个，但具体还原和使用效果可能还需要模型配合。（Basically, the three sets of clothing have been stably combined into one, but the specific restoration and use effect may need the cooperation of the model.）
+
+    Tags：
+    - 海洋(Sea)：(twintails, mbsw, blue long skirt:1.1),(blue dress:1.1), horns,(green hair:1.3), detailed eyes,
+    - 沙漠(Desert)：(mbac, arabian clothes, white cat ears hood:1.2),egyptian clothes, white-egyptian-dress, (white dress:1.3),  desert,(mouth veil,veil:1.3), bandages, (green hair:1.3),gold jewelry,detailed eyes,
+    - 原皮(Oringin)：(mbor,  black dress :1.1),(black Trident Crown:1.2),black headpiece,green hair,detailed eyes,
+    
+    四个版本的主要区别在于底模，以及是否使用正则化。均在模型名称中有体现(The main differences between the four versions are the base mold and whether regularization is used. are reflected in the model name)：
+    - -any4.5：Trained by anything4.5
+    - -nai：Trained by animefull-latest
+    - -reg：Regularization was used
+    
+  
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Mobius_梅比乌斯/01.png width="600">
+    
+    - # (v3)-any4.5-mobius(mbor_mbac_mbsw_mbothers)
+      <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Mobius_梅比乌斯/332.png width="" height="">
+    - # (v4)-nai-mobius(mbor_mbac_mbsw_mbothers)-000016
+      <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Mobius_梅比乌斯/442.png width="" height="">
+    - # (v5)-nai-reg-mobius(mbor_mbac_mbsw_mbothers)-000010
+      <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Mobius_梅比乌斯/552.png width="" height="">
+    - # (v6)-any4.5-reg-mobius(mbor_mbac_mbsw_mbothers)
+      <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Mobius_梅比乌斯/662.png width="" height="">
+
+  - # Shenhe-申鹤
+    <img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Shenhe-申鹤/test.png>
+    根据训练材料和训练程度分了四个版本，大家酌情使用~
+    
+    推荐tag：shenhe,long silver hair, hair ornament,medium breasts, blue eyes, braid, earrings, gloves, (hair over one eye:1.2), jewelry, looking at viewer,  navel, solo,
+
+
+more
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/1.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/2.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/3.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/4.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/5.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/6.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/7.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/8.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/9.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ranni_菈妮/10.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yoimiya_霄宫/1.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yoimiya_霄宫/2.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yoimiya_霄宫/3.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yoimiya_霄宫/4.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yoimiya_霄宫/5.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yoimiya_霄宫/6.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yoimiya_霄宫/7.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Noelle_诺艾尔/(v1)noelle-000003.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Noelle_诺艾尔/(v1)noelle-000014.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Noelle_诺艾尔/1.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Noelle_诺艾尔/2.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Noelle_诺艾尔/9.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Noelle_诺艾尔/7.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Nilou_妮露/1.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Nilou_妮露/2.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Nilou_妮露/3.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Nilou_妮露/4.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Nilou_妮露/5.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Nilou_妮露/6.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ningguang_凝光/(v2)nguang-000004.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ningguang_凝光/1.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ningguang_凝光/2.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ningguang_凝光/3.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ningguang_凝光/4.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Ningguang_凝光/5.png"></div>
+<div><img src="https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Yanfei_烟绯/(v1)yanfei-000012.png"></div>
+<div><img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Shenhe-申鹤/1.png></div>
+<div><img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Shenhe-申鹤/2.png></div>
+<div><img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Shenhe-申鹤/3.png></div>
+<div><img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Shenhe-申鹤/7.png></div>
+<div><img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Shenhe-申鹤/8.png></div>
+<div><img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Shenhe-申鹤/10.png></div>
+<div><img src=https://huggingface.co/Tanger/LoraByTanger/resolve/main/char/Shenhe-申鹤/4.png></div>
--- a/tests/enrich_hf_validation/baselines/readmes/TheDivergentAI__krea2-turbo-distill-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/TheDivergentAI__krea2-turbo-distill-lora.md
@@ -0,0 +1,222 @@
+---
+tags:
+  - text-to-image
+  - lora
+  - diffusers
+  - krea2
+  - distillation
+  - template:diffusion-lora
+license: other
+license_name: krea-2-community-license
+license_link: https://huggingface.co/krea/Krea-2-Turbo/blob/main/LICENSE.pdf
+base_model: krea/Krea-2-Raw
+---
+
+# Krea-2 Turbo Distillation LoRA (SVD Extract)
+
+Post-hoc LoRA adapters extracted from the weight delta between [krea/Krea-2-Turbo](https://huggingface.co/krea/Krea-2-Turbo) and [krea/Krea-2-Raw](https://huggingface.co/krea/Krea-2-Raw).
+
+For each 2D weight matrix in the Krea-2 transformer, we compute `ΔW = W_turbo − W_raw` and factor it with truncated SVD (`torch.svd_lowrank`, q=256) into low-rank `lora_A` / `lora_B` pairs. The goal is to approximate turbo behavior on the **Raw** base model without swapping the full 24 GB checkpoint.
+
+**Experimental.** This is not an official Krea release. Distillation is not purely low-rank, and turbo inference also depends on scheduler settings (8 steps, CFG=0, mu≈1.15).
+
+## Files in this repo
+
+| File | Rank | Size | Notes |
+|------|------|------|-------|
+| `krea2_turbo_distill_r64.safetensors` | 64 | ~0.47 GB | Smallest; rougher fit |
+| `krea2_turbo_distill_r128.safetensors` | 128 | ~0.94 GB | **Recommended starting point** |
+| `krea2_turbo_distill_r256.safetensors` | 256 | ~1.87 GB | Closest fit; largest file |
+| `extraction_report.json` | — | ~15 KB | Per-layer reconstruction metrics |
+
+Each LoRA file contains **530 tensors** (265 layers × `lora_A` + `lora_B`).
+
+## Reconstruction quality
+
+Approximation error for the 2D weight delta (lower is better):
+
+| Rank | Global recon error | Mean singular energy captured |
+|------|-------------------|-------------------------------|
+| 64 | 46.1% | 86.8% |
+| 128 | 41.5% | 93.6% |
+| 256 | 36.6% | 100%* |
+
+\*Energy is computed from the top-256 singular components returned by `svd_lowrank(q=256)`.
+
+Worst-fit layers tend to be text/timestep MLP projections (`txtmlp.*`, `tmlp.*`, `tproj.*`). See `extraction_report.json` for per-layer details.
+
+## Visual comparison gallery
+
+Side-by-side rank comparisons on **Krea-2 Raw** with turbo distill LoRA at **8 steps, CFG 0, mu 1.15**. Each grid shows the prompt and metadata (top-left), then **Rank 256**, **Rank 128**, and **Rank 64** outputs for the same seed and settings.
+
+| Panel | Content |
+|-------|---------|
+| Top-left | Prompt + generation settings |
+| Top-right | Rank 256 output |
+| Bottom-left | Rank 128 output |
+| Bottom-right | Rank 64 output |
+
+### Chroma Aperture
+
+**Rocket Launch Exhaust** · 9:16
+
+![01. Rocket Launch Exhaust (9:16)](gallery/01_rocket_launch_exhaust.webp)
+
+**Designer Toy Figure** · 1:1
+
+![02. Designer Toy Figure (1:1)](gallery/02_designer_toy_figure.webp)
+
+**Vintage Analog Collage** · 5:4
+
+![03. Vintage Analog Collage (5:4)](gallery/03_vintage_analog_collage.webp)
+
+**Anime Portrait Smile** · 3:4
+
+![04. Anime Portrait Smile (3:4)](gallery/04_anime_portrait_smile.webp)
+
+**Ocean Wading Illustration** · 9:21
+
+![05. Ocean Wading Illustration (9:21)](gallery/05_ocean_wading_illustration.webp)
+
+### Light Spill
+
+**Tree and Dog Landscape** · 16:9
+
+![06. Tree and Dog Landscape (16:9)](gallery/06_tree_and_dog_landscape.webp)
+
+**Portrait with Lilies** · 4:5
+
+![07. Portrait with Lilies (4:5)](gallery/07_portrait_with_lilies.webp)
+
+**Harvest Mouse Macro** · 3:2
+
+![08. Harvest Mouse Macro (3:2)](gallery/08_harvest_mouse_macro.webp)
+
+**Sailor Girl Motion** · 2:3
+
+![09. Sailor Girl Motion (2:3)](gallery/09_sailor_girl_motion.webp)
+
+**Coastal Convertible Sunset** · 4:3
+
+![10. Coastal Convertible Sunset (4:3)](gallery/10_coastal_convertible_sunset.webp)
+
+### Split Spectrum
+
+**Stone Guardian Ruin** · 9:16
+
+![11. Stone Guardian Ruin (9:16)](gallery/11_stone_guardian_ruin.webp)
+
+**Jungle Fox Tapestry** · 21:9
+
+![12. Jungle Fox Tapestry (21:9)](gallery/12_jungle_fox_tapestry.webp)
+
+**Retro Chrome Spaceface** · 16:9
+
+![13. Retro Chrome Spaceface (16:9)](gallery/13_retro_chrome_spaceface.webp)
+
+**Gold Ribbon Portrait** · 2:3
+
+![14. Gold Ribbon Portrait (2:3)](gallery/14_gold_ribbon_portrait.webp)
+
+**Menacing Jester Fantasy** · 1:1
+
+![15. Menacing Jester Fantasy (1:1)](gallery/15_menacing_jester_fantasy.webp)
+
+### Analog Echo
+
+**Fashion Editorial Crimson** · 4:5
+
+![16. Fashion Editorial Crimson (4:5)](gallery/16_fashion_editorial_crimson.webp)
+
+**Ink Faces Landscape** · 3:4
+
+![17. Ink Faces Landscape (3:4)](gallery/17_ink_faces_landscape.webp)
+
+**Vintage Anime Crowd** · 3:2
+
+![18. Vintage Anime Crowd (3:2)](gallery/18_vintage_anime_crowd.webp)
+
+**Windy Anime Portrait** · 4:3
+
+![19. Windy Anime Portrait (4:3)](gallery/19_windy_anime_portrait.webp)
+
+**Moody Close-Up Portrait** · 1:1
+
+![20. Moody Close-Up Portrait (1:1)](gallery/20_moody_close_up_portrait.webp)
+
+### Signal Grid
+
+**Turbo Distill Keynote Hero** · 3:4
+
+![21. Turbo Distill Keynote Hero (3:4)](gallery/21_turbo_distill_keynote_hero.webp)
+
+**Rank Ladder Laboratory** · 3:4
+
+![22. Rank Ladder Laboratory (3:4)](gallery/22_rank_ladder_laboratory.webp)
+
+**Eight-Step Horizon** · 3:4
+
+![23. Eight-Step Horizon (3:4)](gallery/23_eight_step_horizon.webp)
+
+**Neural Condenser Array** · 3:4
+
+![24. Neural Condenser Array (3:4)](gallery/24_neural_condenser_array.webp)
+
+**Raw Versus Turbo Split** · 3:4
+
+![25. Raw Versus Turbo Split (3:4)](gallery/25_raw_versus_turbo_split.webp)
+
+## How to use
+
+1. Load the **Krea-2-Raw** transformer (not Turbo) with [ComfyUI](https://github.com/comfy-org/comfyui) or HuggingFace diffusers.
+2. Apply one of the LoRA files above on the diffusion transformer.
+3. Generate with turbo-style settings:
+   - **Steps:** 8
+   - **CFG / guidance scale:** 0
+   - **Timestep shift mu:** 1.15 (recommended for turbo)
+
+Start with **`krea2_turbo_distill_r128.safetensors`**. Use r256 if you need a tighter weight approximation; use r64 only if VRAM or file size is constrained.
+
+### Key format
+
+Keys follow the ComfyUI Krea2 LoRA convention:
+
+```
+diffusion_model.blocks.0.attn.wq.lora_A.weight
+diffusion_model.blocks.0.attn.wq.lora_B.weight
+```
+
+LoRA alpha equals rank (64, 128, or 256 respectively).
+
+## Caveats
+
+- **Approximation, not identity.** These adapters recover part of the Raw→Turbo weight shift; they do not guarantee pixel-level parity with native Turbo.
+- **Scheduler matters.** Turbo expects few-step, CFG-free sampling. Match turbo settings when evaluating.
+- **Official Krea workflow.** Krea recommends training LoRAs on Raw and running them on Turbo. These adapters explore making Raw behave more like Turbo via an extracted weight delta.
+
+## Method
+
+- SVD low-rank extraction on `(W_turbo − W_raw)` per 2D layer
+- Source checkpoints: [krea/Krea-2-Raw](https://huggingface.co/krea/Krea-2-Raw), [krea/Krea-2-Turbo](https://huggingface.co/krea/Krea-2-Turbo)
+
+## License
+
+These adapters are derived from Krea-2 weights and inherit the [Krea-2 community license](https://huggingface.co/krea/Krea-2-Turbo/blob/main/LICENSE.pdf). See Krea licensing for commercial use terms.
+
+## Citation
+
+If you use Krea-2, please cite the Krea team:
+
+```bibtex
+@misc{krea-2-2026,
+  author = {Sangwu Lee and Erwann Millon and Le Zhuo and others},
+  title = {{Krea 2}},
+  year = {2026},
+  howpublished = {\url{https://www.krea.ai/blog/krea-2-technical-report}}
+}
+```
+
+Base models:
+
+- [krea/Krea-2-Raw](https://huggingface.co/krea/Krea-2-Raw)
+- [krea/Krea-2-Turbo](https://huggingface.co/krea/Krea-2-Turbo)
--- a/tests/enrich_hf_validation/baselines/readmes/artificialguybr__pixelartredmond-1-5v-pixel-art-loras-for-sd-1-5.md
+++ b/tests/enrich_hf_validation/baselines/readmes/artificialguybr__pixelartredmond-1-5v-pixel-art-loras-for-sd-1-5.md
@@ -0,0 +1,145 @@
+---
+license: other
+license_name: bespoke-lora-trained-license
+license_link: https://multimodal.art/civitai-licenses?allowNoCredit=True&allowCommercialUse=Rent&allowDerivatives=True&allowDifferentLicense=False
+tags:
+- text-to-image
+- stable-diffusion
+- lora
+- diffusers
+- template:sd-lora
+- pixel art
+- pixel
+- style
+
+base_model: runwayml/stable-diffusion-v1-5
+instance_prompt: Pixel Art
+widget:
+- text: 'Beautiful blonde girl, stunning, detailed, portrait,
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758812.jpeg
+- text: 'A astronaut on space
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758815.jpeg
+- text: 'A super cat hero,
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758809.jpeg
+- text: 'A cute dinossaur,
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758816.jpeg
+- text: 'Beautiful blonde girl, stunning, detailed, portrait,
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758811.jpeg
+- text: 'A warrior, game asset, detailed
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758819.jpeg
+- text: 'A astronaut on space
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758813.jpeg
+- text: 'A cute dinossaur,
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758814.jpeg
+- text: 'A highly detailed mother in her kitchen preparing meal, window sunny day, happy, smiling,
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758822.jpeg
+- text: 'A super cat hero,
+, pixel art, PixArFK,
+'
+  output:
+    url: >-
+      3758810.jpeg
+
+---
+
+# PixelArtRedmond 1.5V- Pixel Art Loras for SD 1.5! 
+
+<Gallery />
+
+
+
+
+
+---
+### 🌐 Website
+You can find more of my models, projects, and information on my official website:
+- **[artificialguy.com](https://artificialguy.com/)**
+
+
+### 🚀 Prompt Hub
+Need high-quality prompts for image models and LLMs? Explore **[findgoodprompt.com](https://findgoodprompt.com)**.
+### 💖 Support My Work
+If you find this model useful, please consider supporting my work. It helps me cover server costs and dedicate more time to new open-source projects.
+- **Patreon:** [Support on Patreon](https://www.patreon.com/user?u=81570187)
+- **Ko-fi:** [Buy me a Ko-fi](https://ko-fi.com/artificialguybr)
+- **Buy Me a Coffee:** [Buy me a Coffee](https://buymeacoffee.com/jvkape)
+## Image examples for the model:
+![Image 1](3758815.jpeg)
+> A astronaut on space
+, pixel art, PixArFK,
+
+
+![Image 2](3758809.jpeg)
+> A super cat hero,
+, pixel art, PixArFK,
+
+
+![Image 3](3758816.jpeg)
+> A cute dinossaur,
+, pixel art, PixArFK,
+
+
+![Image 4](3758811.jpeg)
+> Beautiful blonde girl, stunning, detailed, portrait,
+, pixel art, PixArFK,
+
+
+![Image 5](3758819.jpeg)
+> A warrior, game asset, detailed
+, pixel art, PixArFK,
+
+
+![Image 6](3758813.jpeg)
+> A astronaut on space
+, pixel art, PixArFK,
+
+
+![Image 7](3758814.jpeg)
+> A cute dinossaur,
+, pixel art, PixArFK,
+
+
+![Image 8](3758822.jpeg)
+> A highly detailed mother in her kitchen preparing meal, window sunny day, happy, smiling,
+, pixel art, PixArFK,
+
+
+![Image 9](3758810.jpeg)
+> A super cat hero,
+, pixel art, PixArFK,
--- a/tests/enrich_hf_validation/baselines/readmes/crafiq__flux-2-klein-9b-360-panorama-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/crafiq__flux-2-klein-9b-360-panorama-lora.md
@@ -0,0 +1,37 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/flux-2-klein-9b-360-panorama-lora-example-1.jpg
+  text: >-
+    Equirectangular 360 panorama, a lush green valley with a winding river,
+    towering rocky mountains in the distance, clear blue sky
+- output:
+    url: images/flux-2-klein-9b-360-panorama-lora-example-2.jpg
+  text: >-
+    Equirectangular 360 panorama, a dense cyberpunk alleyway market at night,
+    neon signs reflecting in rain puddles, crowded stalls
+base_model: black-forest-labs/FLUX.2-klein-base-9B
+instance_prompt: Equirectangular 360 panorama, Convert to an Equirectangular 360 panorama
+license: apache-2.0
+---
+# FLUX Equirectangular 360 panorama LoRA
+
+<Gallery />
+
+
+## Trigger words
+
+You should use `Equirectangular 360 panorama` to trigger the image generation.
+
+You should use `Convert to an Equirectangular 360 panorama` to trigger the image generation.
+
+
+## Download model
+
+
+[Download](/Crafiq/flux-2-klein-9b-360-panorama-lora/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/deadman44__Z-Image_LoRA.md
+++ b/tests/enrich_hf_validation/baselines/readmes/deadman44__Z-Image_LoRA.md
@@ -0,0 +1,596 @@
+---
+license: apache-2.0
+pipeline_tag: text-to-image
+language:
+- en
+tags:
+  - text-to-image
+  - z-image
+  - safetensors
+---
+<style>
+  .title{
+    font-size: 2.5em;
+    letter-spacing: 0.01em;
+    padding: 0.5em 0;
+  }
+	.thumbwidth{
+	max-width: 180px;
+	}
+	.font_red{
+		color:red;
+	}
+	.font_blue{
+		color:blue;
+	}
+	.font_grey{
+		color: #aaaaaa;
+	}
+</style>
+
+# models
+- Add [lora_zimage_turbo_myjc_beta03](#myjc) :2026-06-21<br />
+- Add [lora_zimage_turbo_myjk_beta01](#myjk) :2026-05-23<br />
+- Add [lora_zimage_turbo_myjs_beta01](#myjs) :2026-04-17<br />
+- Add [lora_zimage_turbo_myjy_alpha01](#myjy) :2026-01-13<br />
+
+---
+
+<br>
+
+# Sample Workflow
+### - [z_image_turbo](https://huggingface.co/deadman44/Z-Image_LoRA/raw/main/workflow/z_image_turbo.json)<br>
+ - <span class="font_blue">reccomended</span><br/>
+### - [z_image_turbo_redraw](https://huggingface.co/deadman44/Z-Image_LoRA/raw/main/workflow/z_image_turbo_redraw.json) 
+ - <span class="font_blue">Redraw / Upscale </span><br/>
+<br>
+- If you get an error in distorch2, please refer to [this issue](https://github.com/pollockjj/ComfyUI-MultiGPU/issues/147).
+- I use [RES4LYF](https://github.com/ClownsharkBatwing/RES4LYF) for bongtangent. Please install it from comfyui manager.<br>
+<br>
+## - reccomended models
+- Model (\ComfyUI\models\diffusion_models)
+  - [z_image_turbo_bf16.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/tree/main/split_files/diffusion_models)
+- Text Encoder (\ComfyUI\models\text_encoders\)
+  -  [qwen_3_4b.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/tree/main/split_files/text_encoders)
+- VAE (\ComfyUI\models\vae)
+  - [ae.safetensors](https://huggingface.co/Comfy-Org/z_image_turbo/tree/main/split_files/vae)
+<br>
+### - redraw
+- Model Patch (\ComfyUI\models\model_patches) *If not, create the folder
+  - [Z-Image-Turbo-Fun-Controlnet-Union-2.1-8steps.safetensors](https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union-2.1/tree/main)
+---
+<br />
+
+### Photorealistic Prompt Gnerator:: 
+<br />
+
+<details><summary>System Prompt for Gemma4</summary> 
+  
+```bash
+<|think|>
+Think step by step.
+The "Organic Living-Snapshot" System Prompt
+
+Role:
+You are a documentary photographer specializing in capturing raw, unposed, and mundane moments of everyday life. Your mission is to reject the "AI digital perfection" (over-sharpening, plastic skin, cinematic lighting) and instead deliver an organic, lived-in atmosphere that feels like a real memory.
+
+🛠️ Core Logic: The Four Pillars of Realism
+1. [Subject & Action: The Mundane Story]
+Goal: Capture "life happening" rather than a "staged pose."
+Directives: Describe the person, their clothing (natural fabrics), and a quiet, domestic activity.
+Key Terms: Candid, unposed, quietly engaged, mundane, everyday moment, mid-action, looking down/away.
+2. [Lighting & Color: The Anti-Cinematic Rule]
+Goal: Eliminate dramatic, artificial studio lighting.
+Directives:
+For Outdoor/Window scenes: Use only soft, indirect natural daylight. No harsh highlights or deep shadows.
+For Indoor scenes: Use standard indoor ambient lighting (Neutral color temperature: 4000K-5000K).
+Profile: Flat and even lighting profile. Avoid high contrast, dramatic rim lighting, or cinematic "god rays."
+Key Terms: Even/flat lighting, neutral white balance, natural muted colors, realistic saturation, no heavy color grading.
+3. [Texture & Materiality: The Imperfection Rule]
+Goal: Prioritize biological and material reality over digital smoothness.
+Directives:
+Skin: Focus on authentic textures (pores, tiny imperfections, natural unevenness). Strictly prohibit "plastic-like" or "oily" skin.
+Surfaces: All surfaces (skin, fabric, wood, metal) must be MATTE. Avoid excessive gloss or digital sheen.
+Fabrics: Show realistic fiber weaves without over-sharpening.
+Key Terms: Non-digital feel, authentic skin texture, matte finish, realistic fabric fibers, micro-details.
+4. [Camera & Optics: The Snapshot Rule]
+Goal: Emulate a real camera (Film or High-quality Consumer Digital) rather than an AI engine.
+Directives:
+For Nostalgic feel: Shot on 35mm film, featuring subtle, organic film grain.
+For Modern snapshot feel: Captured with a high-quality consumer camera; unedited and raw.
+Depth of Field: Use a natural depth of field (f/2.8). Crucially: Avoid excessive bokeh. Keep the immediate surroundings clearly visible to maintain a sense of place.
+Key Terms: Unedited snapshot, subtle film grain, natural depth of field, no airbrushing, no heavy retouching, 8k photorealistic.
+🚫 The "AI-Avoidance" Checklist (Strict Prohibitions)
+❌ NO "Cinematic lighting" or "Dramatic shadows."
+❌ NO "Plastic/Oily skin" or "Airbrushed faces."
+❌ NO "Hyper-saturated colors" or "Heavy color grading."
+❌ NO "Extreme bokeh/Blurry backgrounds" (Keep the room recognizable).
+❌ NO "Digital glow" or "Over-sharpened edges." 
+```
+</details>
+
+<br />
+
+- <span class="font_blue">I created an image using the generator (gemma4_26b_a4b) and then had AI_detection perform the analysis. (delete metadata)</span>
+
+  [AI-Generated Content Detection](https://thehive.ai/demos/ai-generated-content-detection)
+
+<br />
+
+ - myjs_beta01
+ <div style="display: flex; flex-direction: row; gap: 12px; margin-bottom: 32px;">
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260422104259_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260422104259_z_image_00001_.jpg" alt="T2I" style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260422104259_z_image_ai_detection.jpg" target="_blank">
+<img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260422104259_z_image_ai_detection.jpg"  alt="T2I"   style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+</div>
+
+ <div style="display: flex; flex-direction: row; gap: 12px; margin-bottom: 32px;">
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260422110240_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260422110240_z_image_00001_.jpg" alt="T2I" style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260422110240_z_image_ai_detection.jpg" target="_blank">
+<img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260422110240_z_image_ai_detection.jpg"  alt="T2I"   style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+</div>
+
+<br>
+
+---
+
+<a id="myjc"></a> 
+<h1 class="title">
+<span>lora_zimage_turbo_myjc</span>
+</h1>
+  -<span class="font_red">Extremely blurry, The details are not accurate</span><br/>
+  -<span class="font_blue">natural Japanese JC face</span><br/>
+  -I recommend applying my WF's Refine Light (0.3-0.5).<br/>
+<br/>
+<br/>
+
+# Download
+ [Download: turbo_myjc_beta03](https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/lora_zimage_turbo_myjc_beta03.safetensors?download=true) <br />
+ [Download: turbo_myjc_beta02](https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/lora_zimage_turbo_myjc_beta02.safetensors?download=true) <br />
+ [Download: turbo_myjc_beta01](https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/lora_zimage_turbo_myjc_beta01.safetensors?download=true) <br />
+<br />
+
+# Trigger
+```bash
+myjc, japanese/european, 
+and 13-15yo
+```
+ <br />
+
+ 
+# Sample prompt
+ <br />
+ beta03
+  <div style="display: flex; flex-direction: column; align-items: flex-start; gap: 12px; margin-bottom: 32px;">
+<a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260621072912_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260621072912_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 360px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+</div>
+		
+```bash
+15yo, myjc, japanese, 
+lo-fi photography, 2000s digicam style, snapshot, a Japanese girl posing with her hands near her head in an outdoor setting, looking towards the camera, wearing a sailor uniform with a necktie, long twintails with side bangs, indoor school corridor context replaced by outdoor environment with green trees and foliage on the left, water body or pond in the background, bright daylight conditions, strong backlighting, fine ISO grain, subtle film grain, high ISO sensor noise, washed out colors
+```
+
+ <br />
+ <br />beta02
+<div style="display: flex; flex-direction: row; gap: 12px; margin-bottom: 32px;">
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260316180608_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260316180608_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260316181748_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260316181748_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260316183208_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260316183208_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+</div>
+		
+```bash
+15yo, myjc, japanese, 
+This is an outdoor photograph taken during the day in a wooded area with trees and green foliage as the background.
+The central figure is a girl standing facing slightly to her right but looking directly at the camera. She has fair skin and long, straight black hair styled with side bangs. She is smiling slightly.
+She is wearing a black short-sleeved t-shirt and denim shorts. 
+In terms of body features, she has a slender build with slim legs. 
+The setting appears to be a park or forested area. Behind the girl, there is a large tree trunk with dark bark. On the right side of the frame, part of a red bench seat can be seen. The lighting suggests it might be overcast or shaded by trees, giving the scene a somewhat muted color palette.
+```
+		
+```bash
+15yo, myjc, japanese, 
+Portrait of a girl, black ponytail, side bangs, school uniform, short sleeves, smiling, teeth, night time, room, sitting on couch, holding cellphone, looking at phone, a white cat sleeping on her thighs.
+```
+		
+```bash
+15yo, myjc, japanese, 
+This photograph captures a nostalgic scene, likely from the mid-20th century.
+A girl in a pink kimono is posing with a shrine in the background. Her bangs are blowing in the wind through her updo. She smiles happily with her hand on her cheek.
+```
+
+ <br />
+ <br />
+ beta01
+ <div style="display: flex; flex-direction: row; align-items: flex-start; gap: 12px; margin-bottom: 32px;">
+	   <div style="text-align: center;">
+<a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224134917_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224134917_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 360px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+<a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224142935_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224142935_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 360px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+		</div>
+</div>
+		
+```bash
+15yo, myjc, japanese, 
+Portrait of a girl, long straight black hair, bangs, school uniform, short sleeves, smiling, teeth, night time, room, sitting on couch, holding cellphone
+```
+		
+```bash
+15yo, myjc, japanese, smile, open mouth,  
+A close-up woman in pink idol costume with frilled skirt, holding a microphone tightly, captured singing detailed live concert stage background, decisive moment full of energy.
+```
+
+ <br />
+ <br />beta01
+<div style="display: flex; flex-direction: row; gap: 12px; margin-bottom: 32px;">
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224140432_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224140432_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224142145_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224142145_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224135943_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260224135949_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+</div>
+		
+```bash
+15yo, myjc, japanese, 
+A young girl with dark hair styled in pigtails is lying on her stomach on a wooden floor next to a window. She is wearing a dress over a white blouse and has her legs raised straight up in the air. Her face is turned towards the camera, giving a direct gaze with smiling. The background shows an outdoor scene through the window, with greenery visible outside.
+```
+		
+```bash
+15yo, myjc, japanese, smile, open mouth, rofer, 
+A young girl with black hair styled in low twin braids is captured mid-dance jump at crowded street of Tokyo. She is wearing a white short-sleeved blouse under a dark blue-gray dress that flares out as she moves. The image captures a dynamic, energetic moment with a slight motion blur effect, emphasizing her movement. She appears to be smiling and enjoying herself.
+```
+		
+```bash
+15yo, myjc, japanese, 
+This is an outdoor group photo featuring approximately fifteen young girls, posing together.
+
+The girls are arranged in three rows:
+1.  The front row consists of few individuals who are kneeling.
+2.  The middle row has few individuals standing behind them.
+3.  The back row features two individuals standing further back, above the middle row.
+
+All the girls appear to be dressed in various styles of school uniforms that resembles them, including white shirts, blouses, and skirts. Some wear cardigans over their tops. Their hair is predominantly long and dark, styled in straight cuts with some variations like bangs and ponytails.
+
+The girls are all smiling and posing for the camera with various hand gestures, such as peace signs (V-shapes) made with both hands, open palms facing forward, and other playful poses. Their expressions are cheerful and friendly.
+
+The focus of the photo is on the group's camaraderie and youthful energy.
+```
+
+ <br />
+ 
+---
+
+  
+ <a id="myjcnt"></a> 
+ 
+ [Download: lora_zimage_myjc_alpha01_no_turbo](https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/lora_zimage_myjc_alpha01_no_turbo.safetensors?download=true)
+ - z-image (base)
+ 
+ <div style="display: flex; flex-direction: column; align-items: flex-start; gap: 12px; margin-bottom: 32px;">
+<a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260206085527_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260206085527_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 360px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+</div>
+		
+```bash
+15yo, myjc, japanese, school uniform, 
+The image is a close-up, slightly high-angle selfie of a girl with long, dark brown hair. She is smiling warmly at the camera, her head tilted to her right.
+```
+
+ <br />
+ 
+ ---
+
+<a id="myjs"></a> 
+<h1 class="title">
+<span>lora_zimage_turbo_myjs</span>
+</h1>
+  -<span class="font_blue">natural Japanese JS face</span><br/>
+  -Using Refine light at 0.5 is better for my workflow<br/>
+<br/>
+<br/>
+
+# Download
+ [Download: myjs_beta01](https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/lora_zimage_myjs_turbo_beta01.safetensors?download=true) <br />
+ [Download: myjs_alpha01](https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/lora_zimage_myjs_turbo_alpha01.safetensors?download=true) <br />
+<br />
+
+# Trigger
+```bash
+myjsh/myjsm/myjsl, japanese/european, 
+and 6-12yo
+```
+ <br />
+
+ 
+# Sample prompt
+ <br />
+ beta01
+ <div style="display: flex; flex-direction: column; align-items: flex-start; gap: 12px; margin-bottom: 32px;">
+<a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260417165148_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260417165148_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 360px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+</div>
+		
+```bash
+12yo, myjsh, japanese, 
+A realistic medium shot of a cheerful 12-year-old Japanese girl with natural medium-length black hair and soft bangs, sitting on the floor of a cozy, sunlit girly bedroom. She is wearing a crisp white collared shirt and a suspender black pleated skirt, posing with an innocent and bright smile directly towards the camera. The composition is centered, ensuring her full head and upper body are clearly visible within the frame without any cut-offs. Natural daylight enters from a window, providing soft, neutral illumination at 5500K color temperature, maintaining authentic skin tones with visible micro-textures and natural sheen. Third-person perspective, captured as an authentic candid snapshot by a family member, sharp focus on her sparkling eyes, high-definition texture of the cotton shirt and fabric pleats, subtle film grain, incredibly lifelike and cinematic.
+```
+
+ <br />
+
+  <br />
+ <div style="display: flex; flex-direction: row; gap: 12px; margin-bottom: 32px;">
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260417170238_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260417170238_z_image_00001_.jpg" alt="T2I" style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260417171031_z_image_00001_.png" target="_blank">
+<img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260417171031_z_image_00001_.jpg"  alt="T2I"   style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260417171958_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260417171958_z_image_00001_.jpg" alt="T2I" style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+</div>
+		
+```bash
+12yo, myjsh, japanese, 
+A candid group snapshot of three diverse 12-year-old Japanese girls laughing joyfully with heart hands on a dimly lit urban street at night, captured with a direct frontal hard flash. The first girl has a high ponytail and wears a vibrant pink sundress; the second girl has a neat bob cut with straight bangs and wears a casual white T-shirt; the third girl has cute twin tails tied with ribbons and wears a patterned floral blouse. The lighting is characterized by high contrast, with bright, sharp highlights on their skin and deep, harsh shadows cast directly behind them against the background. Realistic skin textures with natural sheen from the flash, visible pores, and authentic joyful expressions. 6000K neutral color temperature, crisp details, medium shot showing upper bodies and faces fully centered and clearly visible within the frame, third-person perspective, captured on a compact digital camera.
+```
+		
+```bash
+9yo, myjsm, japanese, few students, 
+A candid, high-fidelity snapshot of a 9-year-old Japanese girl in a bright elementary school classroom. She has shoulder-length hair tied into a loose, slightly messy ponytail and is wearing a light blue short-sleeved school polo shirt. She is sitting at her wooden desk, leaning forward with a wide, genuine laugh, looking towards something just out of frame, capturing a moment of pure childhood joy. The background shows a soft-focus classroom setting with sunlight streaming through large windows, creating a natural and airy atmosphere. Lighting is bright and neutral, utilizing 6500K daylight-balanced tones to ensure realistic skin colors and avoid warm bias. Sharp focus on her joyful facial expression and sparkling eyes, with visible skin micro-textures and fine hair strands. Medium shot, centered composition with her head and upper body fully visible within the frame, third-person perspective, captured on a high-definition digital camera for an authentic daily life aesthetic.
+```
+		
+```bash
+6yo, myjsl, japanese, 
+A candid, high-fidelity snapshot of a cheerful 6-year-old Japanese girl walking energetically along a lush, tree-lined avenue. She has short, bobbed hair with large white hair ribbon on top and blunt bangs and is wearing a bright, light-colored cotton short sundress, her face lit up with a wide, innocent smile as she looks ahead. The scene is filled with dappled sunlight filtering through the canopy of green trees, creating beautiful patches of light and shadow on the path and her clothing. In the soft-focus background, several pedestrians are walking by, adding a sense of real-world movement and life to the urban park setting. The lighting is natural and bright, using a 5500K daylight-balanced color temperature for authentic, neutral skin tones. Sharp focus on the girl's joyful expression and the fine textures of her hair and dress, with a shallow depth of field creating a soft bokeh effect for the background. Medium full shot, centered composition with her entire head and upper body clearly visible within the frame, third-person perspective, captured as a high-quality street photograph.
+```
+
+<br>
+---
+
+ <br />
+ alpha01
+ <div style="display: flex; flex-direction: column; align-items: flex-start; gap: 12px; margin-bottom: 32px;">
+<a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260112164934_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260112164934_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 360px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+</div>
+		
+```bash
+11yo, myjsh, japanese, 
+1girl, solo, holding microphone, singing, grin, black hair, long hair, braids, maid outfit, white and black dress, white head dress, standing, music outdoors stage, photorealistic, day, hand on waist, contrapost, close-up
+```
+
+ <br />
+
+  <br />
+ <div style="display: flex; flex-direction: row; gap: 12px; margin-bottom: 32px;">
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260112160610_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260112160610_z_image_00001_.jpg" alt="T2I" style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260112161105_z_image_00001_.png" target="_blank">
+<img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260112161105_z_image_00001_.jpg"  alt="T2I"   style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260112162036_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260112162036_z_image_00001_.jpg" alt="T2I" style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+</div>
+		
+```bash
+12yo, myjsh, japanese, 
+side bangs, black long hair, low twintails, smile, teeth, 
+Close-up portrait of a girl is making a peace sign at crowded street of tokyo.
+She is wearing a yellow hoodie and denim shorts.
+```
+		
+```bash
+9yo, myjsm, japanese, 
+1girl, solo, black hair, looking at viewer, pink shirt, sitting, long hair, hand on own cheek, black skirt, smile, brown eyes, photorealistic, shadow, head rest, frilled skirt, feet out of frame, pink ribbon, stairs, kneehighs
+```
+		
+```bash
+6yo, myjsl, japanese, 
+black hair, ponytail, blunt bangs, white collared shirt, black suspender pleated skirt, sand, 
+A smiling girl squats and plays with dog along the coast during the day.
+```
+
+
+ <br />
+
+ ---
+
+<a id="myjk"></a> 
+<h1 class="title">
+<span>lora_zimage_turbo_myjk</span>
+</h1>
+  -It might be a good idea to adjust the strength and use redraw workflow.<br/> 
+  -<span class="font_blue">natural Japanese JK face</span><br/>
+<br/>
+<br/>
+
+# Download
+ [Download: myjk_turbo_beta01](https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/lora_zimage_turbo_myjk_beta01.safetensors) <br />
+<br />
+
+# Trigger
+```bash
+myjk, japanese/european, 
+and 16-18yo
+```
+ <br />
+
+ 
+# Sample prompt
+ <br />
+ beta01
+ <div style="display: flex; flex-direction: column; align-items: flex-start; gap: 12px; margin-bottom: 32px;">
+<a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260523083438_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260523083438_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 360px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+</div>
+		
+```bash
+18yo, myjk, japanese,
+Medium close-up shot of two 18-year-old Japanese girls leaning in closely for a cheerful selfie, both wearing school uniforms with white collars. They are smiling broadly with eyes crinkled in genuine laughter, holding up V-sign peace gestures near their faces; one girl’s hand is visible in the foreground holding a smartphone, framing the shot naturally. Centered composition captures their upper bodies from chest up, with clear visibility of facial features, hair strands, and uniform fabric texture. Lighting is bright and even daylight at approximately 5200K color temperature, creating natural skin tones with subtle subsurface scattering on cheeks and nose highlights. Background shows a blurred but recognizable classroom environment with other students sitting at desks, chalkboard, and windows letting in soft ambient light. Shot on 35mm lens perspective from eye-level camera angle, point-and-shoot aesthetic with sharp focus across entire frame including foreground hands and background details. High-definition texture rendering showing individual eyelashes, slight freckles, realistic cotton weave of uniforms, and glossy finish of hair strands. Brightly lit scene with well-exposed midtones, crisp edges on all subjects, no motion blur, authentic candid moment captured in high resolution.
+```
+
+ <br />
+
+  <br />
+ <div style="display: flex; flex-direction: row; gap: 12px; margin-bottom: 32px;">
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260523082406_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260523082406_z_image_00001_.jpg" alt="T2I" style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260523082726_z_image_00001_.png" target="_blank">
+<img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260523082726_z_image_00001_.jpg"  alt="T2I"   style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+  <div style="text-align: center;">
+    <a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260523083034_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260523083034_z_image_00001_.jpg" alt="T2I" style="width: 320px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+  </div>
+</div>
+		
+```bash
+18yo, myjk, japanese, 
+A photorealistic medium close-up shot of an 18-year-old Japanese girl streaming on her smartphone in a dimly lit, cluttered room. The primary light source is direct frontal hard flash at 5000K cool-white temperature, creating crisp shadows and bright highlights that make the subject stand out against the dark background. The camera is positioned at eye level or slightly above, using a 35mm perspective for a casual point-and-shoot look. The composition is centered, showing her face and upper body clearly, with full visibility of her head and hands holding the phone; no selfie arm obscures the view. She has a genuine smile and natural posture, wearing a cute outfit with visible fabric textures such as lace, ribbons, or frills. Visible skin pores, subtle subsurface scattering on her cheeks, and realistic material details are highlighted. Background details include scattered personal items and furniture, rendered with sharp focus and high-definition texture to maintain depth without bokeh blur. Exposure settings: aperture f/4.5, shutter 1/125s, ISO 400. Neutral white balance applied to counter warm bias. Authentic imperfections such as slight fabric wrinkles and asymmetrical hair strands enhance realism.
+```
+		
+```bash
+16yo, myjk, japanese,
+scarf, walking, multiple girls, school uniform, hand in pocket, black hair, solo focus, outdoors, photorealistic, plaid scarf, socks, kneehighs, black footwear, necktie, coat, school bag, plaid skirt, loafers, tokyo \(city\), pleated skirt, blurry, ponytail, grey skirt, road, winter clothes, long sleeves, smile
+```
+		
+```bash
+17yo, myjk, japanese,
+A photorealistic medium full shot of an 17-year-old Japanese female idol singing passionately on stage, her face illuminated by bright directional spotlights (5600K daylight white balance), capturing a vivid smile with sharp focus on her eyes and glossy lips. She wears a detailed, sparkling idol costume with intricate fabric textures and sequins reflecting the harsh frontal light, creating crisp specular highlights and deep shadows that define her facial structure. The camera is positioned at eye level, centered composition ensuring her head and upper torso are fully visible within the frame, avoiding any selfie-arm obstruction. Lighting style: Hard/Flash direct frontal illumination, brightly lit subject, high-contrast lighting with clear shadow definition, neutral white balance to counter warm stage bias. Camera settings: 35mm perspective, aperture f/4.5, shutter speed 1/125s, ISO 400, point-and-shoot aesthetic with minimal noise, sharp background details of the darkened concert hall visible behind her, realistic skin pores and subtle sweat sheen under intense stage lights, authentic candid moment frozen in time.
+```
+
+
+ <br />
+
+ ---
+
+<a id="myjy"></a> 
+<h1 class="title">
+<span>lora_zimage_turbo_myjy_alpha</span>
+</h1>
+  -It might be a good idea to adjust the strength and use redraw workflow.<br/> 
+  -alpha01 strength (0.1-0.7)<br />
+  -<span class="font_blue">natural Japanese JY face</span><br/>
+<br/>
+<br/>
+
+# Download
+ [Download: myjk_alpha01](https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/lora_zimage_turbo_myjy_alpha01.safetensors?download=true) <br />
+<br />
+
+# Trigger
+```bash
+myjy, japanese/european, 
+and 3-5yo
+```
+ <br />
+
+ 
+# Sample prompt
+ <br />
+ alpha01
+ <div style="display: flex; flex-direction: column; align-items: flex-start; gap: 12px; margin-bottom: 32px;">
+<a href="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260113174951_z_image_00001_.png" target="_blank">
+      <img src="https://huggingface.co/deadman44/Z-Image_LoRA/resolve/main/img/20260113174951_z_image_00001_.jpg"
+           alt="T2I"
+           style="width: 360px; height: auto; object-fit: contain; border: 1px solid #ccc;">
+    </a>
+</div>
+		
+```bash
+5yo, myjy, japanese, 
+bangs, black long hair, twintails, smile, open mouth, 
+Some girls and boys are sitting and playing at Sandbox in the park.
+She is wearing a blue smock.
+```
--- a/tests/enrich_hf_validation/baselines/readmes/gaoxiao__pokemon-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/gaoxiao__pokemon-lora.md
@@ -0,0 +1,21 @@
+
+---
+license: creativeml-openrail-m
+base_model: runwayml/stable-diffusion-v1-5
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- lora
+inference: true
+---
+    
+# LoRA text2image fine-tuning - https://huggingface.co/gaoxiao/pokemon-lora
+These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the lambdalabs/pokemon-blip-captions dataset. You can find some example images in the following. 
+
+![img_0](./image_0.png)
+![img_1](./image_1.png)
+![img_2](./image_2.png)
+![img_3](./image_3.png)
+
--- a/tests/enrich_hf_validation/baselines/readmes/glif-loradex-trainer__bingbangboom_flux_surf.md
+++ b/tests/enrich_hf_validation/baselines/readmes/glif-loradex-trainer__bingbangboom_flux_surf.md
@@ -0,0 +1,55 @@
+---
+tags:
+- diffusers
+- text-to-image
+- template:sd-lora
+- base_model:black-forest-labs/FLUX.1-dev
+- base_model:finetune:black-forest-labs/FLUX.1-dev
+- license:other
+- region:us
+- flux
+- lora
+widget:
+-   output:
+        url: samples/1729012111574__000002000_0.jpg
+    text: a woman wearing glasses, wearing a baseball cap, holding a boba tea cup
+        with a straw in her hand, the text 'boba' is written on the cup, illustration
+        in the style of SRFNGV01
+-   output:
+        url: samples/1729012136233__000002000_1.jpg
+    text: a white-haired young woman wearing a flower crown, a very large fiery dragon,
+        castle in the background, illustration in the style of SRFNGV01
+-   output:
+        url: samples/1729012160887__000002000_2.jpg
+    text: a boy wearing glasses, reading a book, in a cozy bedroom, illustration in
+        the style of SRFNGV01
+-   output:
+        url: samples/1729012185530__000002000_3.jpg
+    text: text on a poster that says 'flux' placed above a penguin, a orange sun below
+        the text, beautiful typography in the style of SRFNGV01
+-   output:
+        url: samples/1729012210154__000002000_4.jpg
+    text: a girl wearing a flower crown, standing in a garden, holding a sign that
+        says 'this is flux surf', illustration in the style of SRFNGV01
+-   output:
+        url: samples/1729012234750__000002000_5.jpg
+    text: a robot eating ramen in a busy cafe, illustration in the style of SRFNGV01
+base_model: black-forest-labs/FLUX.1-dev
+trigger: SRFNGV01
+instance_prompt: SRFNGV01
+license: other
+license_name: flux-1-dev-non-commercial-license
+license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+---
+# flux_surf
+Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit) under the [Glif Loradex program](https://huggingface.co/glif-loradex-trainer) by [Glif](https://glif.app) user `bingbangboom`.
+<Gallery />
+## Trigger words
+You should use `SRFNGV01` to trigger the image generation.
+## Download model
+Weights for this model are available in Safetensors format.
+[Download](/glif-loradex-trainer/bingbangboom_flux_surf/tree/main) them in the Files & versions tab.
+
+## License
+This model is licensed under the [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
+
--- a/tests/enrich_hf_validation/baselines/readmes/heville__anna-lora-krea2.md
+++ b/tests/enrich_hf_validation/baselines/readmes/heville__anna-lora-krea2.md
@@ -0,0 +1,57 @@
+---
+base_model: krea/Krea-2-Raw
+tags:
+- text-to-image
+- diffusers
+- lora
+- krea2
+- template:sd-lora
+license: apache-2.0
+instance_prompt: "ANNA_LORA"
+widget:
+- text: "A hyper-realistic portrait of ANNA_LORA wearing an ornate gold masquerade mask, standing in a candlelit Venetian ballroom with shimmering reflections on the marble floor."
+  output:
+    url: sample_0.png
+- text: "ANNA_LORA as a futuristic cyberpunk pilot, wearing a neon-lined flight suit inside a cockpit filled with holographic displays and raining city lights outside."
+  output:
+    url: sample_1.png
+- text: "A cinematic shot of ANNA_LORA in a flowing white linen dress, walking through a sun-drenched lavender field in Provence under a soft pastel sky."
+  output:
+    url: sample_2.png
+---
+
+# Krea 2 LoRA — heville/anna-lora-krea2
+
+<Gallery />
+
+A DreamBooth-LoRA for **Krea 2**, trained on **Krea 2 RAW** and shown on **Krea 2 Turbo**. The samples below were generated with this LoRA on Turbo (8 steps).
+
+## Trigger
+
+Use the token `ANNA_LORA` to invoke the concept.
+
+## Samples
+
+![sample](./sample_0.png)
+
+> *"A hyper-realistic portrait of ANNA_LORA wearing an ornate gold masquerade mask, standing in a candlelit Venetian ballroom with shimmering reflections on the marble floor."*
+
+![sample](./sample_1.png)
+
+> *"ANNA_LORA as a futuristic cyberpunk pilot, wearing a neon-lined flight suit inside a cockpit filled with holographic displays and raining city lights outside."*
+
+![sample](./sample_2.png)
+
+> *"A cinematic shot of ANNA_LORA in a flowing white linen dress, walking through a sun-drenched lavender field in Provence under a soft pastel sky."*
+
+## Use it with diffusers
+
+```py
+import torch
+from diffusers import Krea2Pipeline
+
+pipe = Krea2Pipeline.from_pretrained("krea/Krea-2-Turbo", torch_dtype=torch.bfloat16).to("cuda")
+pipe.load_lora_weights("heville/anna-lora-krea2")
+image = pipe("A hyper-realistic portrait of ANNA_LORA wearing an ornate gold masquerade mask, standing in a candlelit Venetian ballroom with shimmering reflections on the marble floor.", num_inference_steps=8, guidance_scale=0.0).images[0]
+image.save("output.png")
+```
--- a/tests/enrich_hf_validation/baselines/readmes/hr16__Miwano-Rag-LoRA.md
+++ b/tests/enrich_hf_validation/baselines/readmes/hr16__Miwano-Rag-LoRA.md
@@ -0,0 +1,19 @@
+---
+license: creativeml-openrail-m
+datasets:
+- hr16/Miwano-Rag
+language:
+- en
+pipeline_tag: text-to-image
+tags:
+- stable-diffusion
+- safetensors
+- LoRA
+- Low-rank Adaptation
+- anime
+---
+The files in this model repo are LoRA embeddings created using [Kanianime](https://huggingface.co/Rasgeath/self_made_sauce/blob/main/Kani-anime-pruned.ckpt) by [Rasgeath](https://huggingface.co/Rasgeath) as base model. 
+
+Use something like `masterpiece, best quality, 1girl, art by Miwano-Rag` as prompt. 
+
+I'm too lazy to write a README lol.
--- a/tests/enrich_hf_validation/baselines/readmes/ikuseiso__Personal_Lora_collections.md
+++ b/tests/enrich_hf_validation/baselines/readmes/ikuseiso__Personal_Lora_collections.md
@@ -0,0 +1,98 @@
+---
+pipeline_tag: text-to-image
+---
+The new display image is generated using ACertainModel.
+# latest update - 1/29 (Optimized the dataset and caption, now using a single tag such as "vampy" will make it easier to restore characters and won't affect the replacement of character features and actions. The display model has been changed and other display images will be gradually replaced to reflect the characteristics of lora.)
+- [vampy V3](#vampy_V3)
+# latest update - 1/22
+- [vergil_devil_may_cry](#vergil_devil_may_cry)
+- [dante_devil_may_cry1e-4](#dante_devil_may_cry1e-4)
+- [sky_striker_ace_-_raye](#sky_striker_ace_-_raye)
+- [sky_striker_ace_-_roze](#sky_striker_ace_-_roze)
+# NOTICE
+My LoRAs will be a slight overfitting,I suggest adjusting the weights to be in the range of 0.6-0.8, and adding some prompts such as hair color or eye color to make better adjustments to the character's actions.
+
+Use weights 1 u'll get more accurate.
+
+For example,left1 and right0.8,(may be disappointing,model is unable to recognize plastic chair.)
+<a href="https://imgloc.com/i/OMXfz"><img src="https://i.328888.xyz/2023/01/23/OMXfz.md.png" alt="OMXfz.png" border="0" /></a>
+
+all use danbooru tag like 
+Miorine_Rembran.safetensors→https://danbooru.donmai.us/wiki_pages/miorine_rembran←miorine_rembran
+
+<s>To use them in your WebUI, please install the extension linked under, following the guide:
+https://github.com/kohya-ss/sd-webui-additional-networks</s> (This message is now out of date as WEBUI now supports Lora.)
+
+# Index
+ - [Miorine_Rembran](#Miorine_Rembran)
+ - [suletta_mercury](#suletta_mercury)
+ - [chouzetsusaikawa_tenshi-chan](#chouzetsusaikawa_tenshi-chan)
+ - [ame-chan_needy_girl_overdose](#ame-chan_needy_girl_overdose)
+ - [grea_shingeki_no_bahamut](#grea_shingeki_no_bahamut)
+ - [iono_pokemon](#iono_pokemon)
+ - [kisara_engage_kiss](#kisara_engage_kiss)
+ - [laundry_dragonmaid](#laundry_dragonmaid)
+ - [sky_striker_ace_-_raye](#sky_striker_ace_-_raye)
+ - [sky_striker_ace_-_roze](#sky_striker_ace_-_roze)
+ - [lovely_labrynth_of_the_silver_castle](#lovely_labrynth_of_the_silver_castle)
+ - [lishenna_omen_of_destruction](#lishenna_omen_of_destruction)
+ - [ralmia_sonic_racer](#ralmia_sonic_racer)
+ - [seulbi_lee](#seulbi_lee)
+ - [vampy](#vampy)
+ - [lucy_cyberpunk](#lucy_cyberpunk)
+ - [dante_devil_may_cry1e-4](#dante_devil_may_cry1e-4)
+ - [vergil_devil_may_cry](#vergil_devil_may_cry)
+
+# Concept
+ - [inverted_nipple](#inverted_nipple)
+
+<summary>Sample Prompt Like</summary>
+  <pre>
+masterpiece, best quality,1girl,solo,cowboy shot,arms behind back,indoors,(SFW),<lora:Miorine_Rembran:1>,Miorine_Rembran
+Negative prompt: lowres,text,error,extra digit,low quality,jpeg artifacts,signature,blurry,normal quality,cropped,worst quality,deformity,(bad_prompt_version2:0.8),disfigured,long neck,ugly,black and white,monochrome,greyscale,
+Steps: 20, Sampler: DPM++ 2M Karras, CFG scale: 11, Seed: 3434176, Size: 512x768, Model hash: 8ec3e63ea8, Model: AbyssOrangeMix-fp32-no-ema, ENSD: 31337
+</pre>
+
+# Miorine_Rembran
+<a href="https://imgloc.com/i/OPWdw"><img src="https://i.328888.xyz/2023/01/23/OPWdw.md.png" alt="OPWdw.md.png" border="0"></a>
+# suletta_mercury
+<a href="https://imgloc.com/i/OP74P"><img src="https://i.328888.xyz/2023/01/23/OP74P.md.png" alt="OP74P.md.png" border="0"></a>
+# chouzetsusaikawa_tenshi-chan
+<a href="https://imgloc.com/i/OPtIz"><img src="https://i.328888.xyz/2023/01/23/OPtIz.md.png" alt="OPtIz.md.png" border="0"></a>
+# ame-chan_needy_girl_overdose
+<a href="https://imgloc.com/i/OPENX"><img src="https://i.328888.xyz/2023/01/23/OPENX.md.png" alt="OPENX.md.png" border="0"></a>
+# grea_shingeki_no_bahamut
+<a href="https://imgloc.com/i/OPnyq"><img src="https://i.328888.xyz/2023/01/23/OPnyq.md.png" alt="OPnyq.md.png" border="0"></a>
+# iono_pokemon
+<a href="https://imgloc.com/i/OPDvb"><img src="https://i.328888.xyz/2023/01/23/OPDvb.md.png" alt="OPDvb.md.png" border="0"></a>
+# kisara_engage_kiss
+<a href="https://imgloc.com/i/OPeht"><img src="https://i.328888.xyz/2023/01/23/OPeht.md.png" alt="OPeht.md.png" border="0"></a>
+# laundry_dragonmaid
+<a href="https://imgloc.com/i/OPAmd"><img src="https://i.328888.xyz/2023/01/23/OPAmd.md.png" alt="OPAmd.md.png" border="0"></a>
+# sky_striker_ace_-_raye
+<a href="https://imgloc.com/i/OPmTH"><img src="https://i.328888.xyz/2023/01/23/OPmTH.md.png" alt="OPmTH.md.png" border="0"></a>
+# sky_striker_ace_-_roze
+<a href="https://imgloc.com/i/OPcEF"><img src="https://i.328888.xyz/2023/01/23/OPcEF.md.png" alt="OPcEF.md.png" border="0"></a>
+# lovely_labrynth_of_the_silver_castle
+<a href="https://imgloc.com/i/OPRHZ"><img src="https://i.328888.xyz/2023/01/23/OPRHZ.md.png" alt="OPRHZ.md.png" border="0"></a>
+# lishenna_omen_of_destruction
+<a href="https://imgloc.com/i/OPru8"><img src="https://i.328888.xyz/2023/01/23/OPru8.md.png" alt="OPru8.md.png" border="0"></a>
+# ralmia_sonic_racer(shadowverse)
+may need to update
+# seulbi_lee (Closers)
+may need to update
+# vampy_V3
+<a href="https://imgloc.com/i/jPfWH"><img src="https://i.328888.xyz/2023/01/29/jPfWH.png" alt="jPfWH.png" border="0" /></a>
+
+<a href="https://imgloc.com/i/OPNd5"><img src="https://i.328888.xyz/2023/01/23/OPNd5.md.png" alt="OPNd5.md.png" border="0"></a>
+# lucy_cyberpunk
+<a href="https://imgloc.com/i/OPINy"><img src="https://i.328888.xyz/2023/01/23/OPINy.md.png" alt="OPINy.md.png" border="0"></a>
+# dante_devil_may_cry1e-4
+(aslo u can use prompts like:stubble and 50years old to get DMC5's Dante)
+<a href="https://imgloc.com/i/OPJhz"><img src="https://i.328888.xyz/2023/01/23/OPJhz.md.png" alt="OPJhz.md.png" border="0"></a>
+# vergil_devil_may_cry
+<a href="https://imgloc.com/i/OPLZw"><img src="https://i.328888.xyz/2023/01/23/OPLZw.md.png" alt="OPLZw.md.png" border="0"></a>
+
+
+# inverted_nipple
+My suggestion is to use I2I,the preview image is NSFW so I cannot provide it.But it's really effective.
--- a/tests/enrich_hf_validation/baselines/readmes/ilkerzgi__krea-2-airy-gouache-minimalist-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/ilkerzgi__krea-2-airy-gouache-minimalist-lora.md
@@ -0,0 +1,121 @@
+---
+language:
+- en
+base_model:
+- krea/Krea-2-Turbo
+pipeline_tag: text-to-image
+library_name: diffusers
+license: other
+license_name: krea-2-community-license
+license_link: https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf
+instance_prompt: airy gouache minimalist style
+tags:
+- lora
+- text-to-image
+- krea
+- krea-2
+- fal-ai
+- template:diffusion-lora
+- illustration
+widget:
+- text: "a lighthouse on a rocky cliff. airy gouache minimalist style"
+  output:
+    url: images/ex_1.png
+- text: "a lighthouse on a rocky cliff. airy gouache minimalist style"
+  output:
+    url: images/ex_2.png
+- text: "a lighthouse on a rocky cliff. airy gouache minimalist style"
+  output:
+    url: images/ex_3.png
+- text: "a lighthouse on a rocky cliff. airy gouache minimalist style"
+  output:
+    url: images/ex_4.png
+- text: "a lighthouse on a rocky cliff. airy gouache minimalist style"
+  output:
+    url: images/ex_5.png
+---
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/ilkerzgi/krea-2-airy-gouache-minimalist-lora/resolve/main/fal-dark.png">
+  <img src="https://huggingface.co/ilkerzgi/krea-2-airy-gouache-minimalist-lora/resolve/main/fal-light.png" alt="fal" height="18">
+</picture>
+
+# Airy Gouache Minimalist
+
+**fal · Krea 2 Style LoRA series.** One of 1600+ style LoRAs trained on [fal](https://fal.ai).
+
+A **Krea 2** style LoRA. Add the trigger **`airy gouache minimalist style`** to the end of your prompt.
+
+[![Run on fal.ai](https://img.shields.io/badge/Run_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2/turbo/lora) [![Train on fal.ai](https://img.shields.io/badge/Train_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2-trainer) [![Krea 2](https://img.shields.io/badge/base-Krea_2_Turbo-7C5CFF?style=for-the-badge)](https://huggingface.co/krea/Krea-2-Turbo)
+
+<Gallery />
+
+## Quick start
+
+| Parameter | Value |
+|-----------|-------|
+| Trigger | `airy gouache minimalist style` |
+| Recommended LoRA scale | `1.0` to `1.25` |
+| Base model | `krea/Krea-2-Turbo` |
+| Trained on | [fal-ai/krea-2-trainer](https://fal.ai/models/fal-ai/krea-2-trainer) |
+
+## Inference on fal
+
+### Python
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2/turbo/lora",
+    arguments={
+        "prompt": "a lighthouse on a rocky cliff. airy gouache minimalist style",
+        "loras": [{"path": "https://huggingface.co/ilkerzgi/krea-2-airy-gouache-minimalist-lora/resolve/main/airy-gouache-minimalist.safetensors", "scale": 1.0}],
+        "image_size": {"width": 1024, "height": 1280},
+    },
+)
+print(result["images"][0]["url"])
+```
+
+### JavaScript
+```js
+import { fal } from "@fal-ai/client";
+
+const { data } = await fal.subscribe("fal-ai/krea-2/turbo/lora", {
+  input: {
+    prompt: "a lighthouse on a rocky cliff. airy gouache minimalist style",
+    loras: [{ path: "https://huggingface.co/ilkerzgi/krea-2-airy-gouache-minimalist-lora/resolve/main/airy-gouache-minimalist.safetensors", scale: 1.0 }],
+    image_size: { width: 1024, height: 1280 },
+  },
+});
+console.log(data.images[0].url);
+```
+
+## Train your own on fal
+
+Every LoRA in this series is trained on [`fal-ai/krea-2-trainer`](https://fal.ai/models/fal-ai/krea-2-trainer) (100 steps, learning rate 3.5e-4). Train your own style from 4 to 10 reference images:
+
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2-trainer",
+    arguments={
+        "images_data_url": "https://.../your-dataset.zip",
+        "trigger_phrase": "airy gouache minimalist style",
+        "steps": 100,
+        "learning_rate": 0.00035,
+    },
+)
+print(result)
+```
+
+## License
+
+Krea 2 Community License. See the [license](https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf).
+
+## ComfyUI
+
+A ComfyUI-compatible copy of the weights is included in this repo: **`airy-gouache-minimalist-comfy.safetensors`**. It is the
+exact same LoRA with the key prefix remapped (`base_model.model.` to `diffusion_model.`) so
+ComfyUI loads it directly. Download that file into `ComfyUI/models/loras/` and use it like
+any other LoRA. The original `airy-gouache-minimalist.safetensors` is for [fal](https://fal.ai) / diffusers.
+
--- a/tests/enrich_hf_validation/baselines/readmes/ilkerzgi__krea-2-azure-surreal-collage-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/ilkerzgi__krea-2-azure-surreal-collage-lora.md
@@ -0,0 +1,121 @@
+---
+language:
+- en
+base_model:
+- krea/Krea-2-Turbo
+pipeline_tag: text-to-image
+library_name: diffusers
+license: other
+license_name: krea-2-community-license
+license_link: https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf
+instance_prompt: azure surreal collage style
+tags:
+- lora
+- text-to-image
+- krea
+- krea-2
+- fal-ai
+- template:diffusion-lora
+- cinematic
+widget:
+- text: "a lighthouse on a rocky cliff. azure surreal collage style"
+  output:
+    url: images/ex_1.png
+- text: "a lighthouse on a rocky cliff. azure surreal collage style"
+  output:
+    url: images/ex_2.png
+- text: "a lighthouse on a rocky cliff. azure surreal collage style"
+  output:
+    url: images/ex_3.png
+- text: "a lighthouse on a rocky cliff. azure surreal collage style"
+  output:
+    url: images/ex_4.png
+- text: "a lighthouse on a rocky cliff. azure surreal collage style"
+  output:
+    url: images/ex_5.png
+---
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/ilkerzgi/krea-2-azure-surreal-collage-lora/resolve/main/fal-dark.png">
+  <img src="https://huggingface.co/ilkerzgi/krea-2-azure-surreal-collage-lora/resolve/main/fal-light.png" alt="fal" height="18">
+</picture>
+
+# Azure Surreal Collage
+
+**fal · Krea 2 Style LoRA series.** One of 1600+ style LoRAs trained on [fal](https://fal.ai).
+
+A **Krea 2** style LoRA. Add the trigger **`azure surreal collage style`** to the end of your prompt.
+
+[![Run on fal.ai](https://img.shields.io/badge/Run_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2/turbo/lora) [![Train on fal.ai](https://img.shields.io/badge/Train_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2-trainer) [![Krea 2](https://img.shields.io/badge/base-Krea_2_Turbo-7C5CFF?style=for-the-badge)](https://huggingface.co/krea/Krea-2-Turbo)
+
+<Gallery />
+
+## Quick start
+
+| Parameter | Value |
+|-----------|-------|
+| Trigger | `azure surreal collage style` |
+| Recommended LoRA scale | `1.0` to `1.25` |
+| Base model | `krea/Krea-2-Turbo` |
+| Trained on | [fal-ai/krea-2-trainer](https://fal.ai/models/fal-ai/krea-2-trainer) |
+
+## Inference on fal
+
+### Python
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2/turbo/lora",
+    arguments={
+        "prompt": "a lighthouse on a rocky cliff. azure surreal collage style",
+        "loras": [{"path": "https://huggingface.co/ilkerzgi/krea-2-azure-surreal-collage-lora/resolve/main/azure-surreal-collage.safetensors", "scale": 1.0}],
+        "image_size": {"width": 1024, "height": 1280},
+    },
+)
+print(result["images"][0]["url"])
+```
+
+### JavaScript
+```js
+import { fal } from "@fal-ai/client";
+
+const { data } = await fal.subscribe("fal-ai/krea-2/turbo/lora", {
+  input: {
+    prompt: "a lighthouse on a rocky cliff. azure surreal collage style",
+    loras: [{ path: "https://huggingface.co/ilkerzgi/krea-2-azure-surreal-collage-lora/resolve/main/azure-surreal-collage.safetensors", scale: 1.0 }],
+    image_size: { width: 1024, height: 1280 },
+  },
+});
+console.log(data.images[0].url);
+```
+
+## Train your own on fal
+
+Every LoRA in this series is trained on [`fal-ai/krea-2-trainer`](https://fal.ai/models/fal-ai/krea-2-trainer) (100 steps, learning rate 3.5e-4). Train your own style from 4 to 10 reference images:
+
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2-trainer",
+    arguments={
+        "images_data_url": "https://.../your-dataset.zip",
+        "trigger_phrase": "azure surreal collage style",
+        "steps": 100,
+        "learning_rate": 0.00035,
+    },
+)
+print(result)
+```
+
+## License
+
+Krea 2 Community License. See the [license](https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf).
+
+## ComfyUI
+
+A ComfyUI-compatible copy of the weights is included in this repo: **`azure-surreal-collage-comfy.safetensors`**. It is the
+exact same LoRA with the key prefix remapped (`base_model.model.` to `diffusion_model.`) so
+ComfyUI loads it directly. Download that file into `ComfyUI/models/loras/` and use it like
+any other LoRA. The original `azure-surreal-collage.safetensors` is for [fal](https://fal.ai) / diffusers.
+
--- a/tests/enrich_hf_validation/baselines/readmes/ilkerzgi__krea-2-bleached-surreal-uncanny-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/ilkerzgi__krea-2-bleached-surreal-uncanny-lora.md
@@ -0,0 +1,121 @@
+---
+language:
+- en
+base_model:
+- krea/Krea-2-Turbo
+pipeline_tag: text-to-image
+library_name: diffusers
+license: other
+license_name: krea-2-community-license
+license_link: https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf
+instance_prompt: bleached surreal uncanny style
+tags:
+- lora
+- text-to-image
+- krea
+- krea-2
+- fal-ai
+- template:diffusion-lora
+- cinematic
+widget:
+- text: "a lighthouse on a rocky cliff. bleached surreal uncanny style"
+  output:
+    url: images/ex_1.png
+- text: "a lighthouse on a rocky cliff. bleached surreal uncanny style"
+  output:
+    url: images/ex_2.png
+- text: "a lighthouse on a rocky cliff. bleached surreal uncanny style"
+  output:
+    url: images/ex_3.png
+- text: "a lighthouse on a rocky cliff. bleached surreal uncanny style"
+  output:
+    url: images/ex_4.png
+- text: "a lighthouse on a rocky cliff. bleached surreal uncanny style"
+  output:
+    url: images/ex_5.png
+---
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/ilkerzgi/krea-2-bleached-surreal-uncanny-lora/resolve/main/fal-dark.png">
+  <img src="https://huggingface.co/ilkerzgi/krea-2-bleached-surreal-uncanny-lora/resolve/main/fal-light.png" alt="fal" height="18">
+</picture>
+
+# Bleached Surreal Uncanny
+
+**fal · Krea 2 Style LoRA series.** One of 1600+ style LoRAs trained on [fal](https://fal.ai).
+
+A **Krea 2** style LoRA. Add the trigger **`bleached surreal uncanny style`** to the end of your prompt.
+
+[![Run on fal.ai](https://img.shields.io/badge/Run_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2/turbo/lora) [![Train on fal.ai](https://img.shields.io/badge/Train_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2-trainer) [![Krea 2](https://img.shields.io/badge/base-Krea_2_Turbo-7C5CFF?style=for-the-badge)](https://huggingface.co/krea/Krea-2-Turbo)
+
+<Gallery />
+
+## Quick start
+
+| Parameter | Value |
+|-----------|-------|
+| Trigger | `bleached surreal uncanny style` |
+| Recommended LoRA scale | `1.0` to `1.25` |
+| Base model | `krea/Krea-2-Turbo` |
+| Trained on | [fal-ai/krea-2-trainer](https://fal.ai/models/fal-ai/krea-2-trainer) |
+
+## Inference on fal
+
+### Python
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2/turbo/lora",
+    arguments={
+        "prompt": "a lighthouse on a rocky cliff. bleached surreal uncanny style",
+        "loras": [{"path": "https://huggingface.co/ilkerzgi/krea-2-bleached-surreal-uncanny-lora/resolve/main/bleached-surreal-uncanny.safetensors", "scale": 1.0}],
+        "image_size": {"width": 1024, "height": 1280},
+    },
+)
+print(result["images"][0]["url"])
+```
+
+### JavaScript
+```js
+import { fal } from "@fal-ai/client";
+
+const { data } = await fal.subscribe("fal-ai/krea-2/turbo/lora", {
+  input: {
+    prompt: "a lighthouse on a rocky cliff. bleached surreal uncanny style",
+    loras: [{ path: "https://huggingface.co/ilkerzgi/krea-2-bleached-surreal-uncanny-lora/resolve/main/bleached-surreal-uncanny.safetensors", scale: 1.0 }],
+    image_size: { width: 1024, height: 1280 },
+  },
+});
+console.log(data.images[0].url);
+```
+
+## Train your own on fal
+
+Every LoRA in this series is trained on [`fal-ai/krea-2-trainer`](https://fal.ai/models/fal-ai/krea-2-trainer) (100 steps, learning rate 3.5e-4). Train your own style from 4 to 10 reference images:
+
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2-trainer",
+    arguments={
+        "images_data_url": "https://.../your-dataset.zip",
+        "trigger_phrase": "bleached surreal uncanny style",
+        "steps": 100,
+        "learning_rate": 0.00035,
+    },
+)
+print(result)
+```
+
+## License
+
+Krea 2 Community License. See the [license](https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf).
+
+## ComfyUI
+
+A ComfyUI-compatible copy of the weights is included in this repo: **`bleached-surreal-uncanny-comfy.safetensors`**. It is the
+exact same LoRA with the key prefix remapped (`base_model.model.` to `diffusion_model.`) so
+ComfyUI loads it directly. Download that file into `ComfyUI/models/loras/` and use it like
+any other LoRA. The original `bleached-surreal-uncanny.safetensors` is for [fal](https://fal.ai) / diffusers.
+
--- a/tests/enrich_hf_validation/baselines/readmes/k2styles__krea-2-airy-watercolor-chibi-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/k2styles__krea-2-airy-watercolor-chibi-lora.md
@@ -0,0 +1,107 @@
+---
+language:
+- en
+base_model:
+- krea/Krea-2-Turbo
+pipeline_tag: text-to-image
+library_name: diffusers
+license: other
+license_name: krea-2-community-license
+license_link: https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf
+instance_prompt: airy watercolor chibi style
+tags:
+- lora
+- text-to-image
+- krea
+- krea-2
+- fal-ai
+- template:diffusion-lora
+- illustration
+widget:
+- text: "a lighthouse on a rocky cliff. airy watercolor chibi style"
+  output:
+    url: images/ex_1.png
+- text: "a lighthouse on a rocky cliff. airy watercolor chibi style"
+  output:
+    url: images/ex_2.png
+- text: "a lighthouse on a rocky cliff. airy watercolor chibi style"
+  output:
+    url: images/ex_3.png
+---
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/ilkerzgi/krea-2-airy-watercolor-chibi-lora/resolve/main/fal-dark.png">
+  <img src="https://huggingface.co/ilkerzgi/krea-2-airy-watercolor-chibi-lora/resolve/main/fal-light.png" alt="fal" height="18">
+</picture>
+
+# Airy Watercolor Chibi
+
+**fal · Krea 2 Style LoRA series.** One of 1600+ style LoRAs trained on [fal](https://fal.ai).
+
+A **Krea 2** style LoRA. Add the trigger **`airy watercolor chibi style`** to the end of your prompt.
+
+[![Run on fal.ai](https://img.shields.io/badge/Run_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2/turbo/lora) [![Train on fal.ai](https://img.shields.io/badge/Train_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2-trainer) [![Krea 2](https://img.shields.io/badge/base-Krea_2_Turbo-7C5CFF?style=for-the-badge)](https://huggingface.co/krea/Krea-2-Turbo)
+
+<Gallery />
+
+## Quick start
+
+| Parameter | Value |
+|-----------|-------|
+| Trigger | `airy watercolor chibi style` |
+| Recommended LoRA scale | `1.0` to `1.25` |
+| Base model | `krea/Krea-2-Turbo` |
+| Trained on | [fal-ai/krea-2-trainer](https://fal.ai/models/fal-ai/krea-2-trainer) |
+
+## Inference on fal
+
+### Python
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2/turbo/lora",
+    arguments={
+        "prompt": "a lighthouse on a rocky cliff. airy watercolor chibi style",
+        "loras": [{"path": "https://huggingface.co/ilkerzgi/krea-2-airy-watercolor-chibi-lora/resolve/main/airy-watercolor-chibi.safetensors", "scale": 1.0}],
+        "image_size": {"width": 1024, "height": 1280},
+    },
+)
+print(result["images"][0]["url"])
+```
+
+### JavaScript
+```js
+import { fal } from "@fal-ai/client";
+
+const { data } = await fal.subscribe("fal-ai/krea-2/turbo/lora", {
+  input: {
+    prompt: "a lighthouse on a rocky cliff. airy watercolor chibi style",
+    loras: [{ path: "https://huggingface.co/ilkerzgi/krea-2-airy-watercolor-chibi-lora/resolve/main/airy-watercolor-chibi.safetensors", scale: 1.0 }],
+    image_size: { width: 1024, height: 1280 },
+  },
+});
+console.log(data.images[0].url);
+```
+
+## Train your own on fal
+
+Every LoRA in this series is trained on [`fal-ai/krea-2-trainer`](https://fal.ai/models/fal-ai/krea-2-trainer) (100 steps, learning rate 3.5e-4). Train your own style from 4 to 10 reference images:
+
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2-trainer",
+    arguments={
+        "images_data_url": "https://.../your-dataset.zip",
+        "trigger_phrase": "airy watercolor chibi style",
+        "steps": 100,
+        "learning_rate": 0.00035,
+    },
+)
+print(result)
+```
+
+## License
+
+Krea 2 Community License. See the [license](https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf).
--- a/tests/enrich_hf_validation/baselines/readmes/k2styles__krea-2-azure-gouache-daylight-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/k2styles__krea-2-azure-gouache-daylight-lora.md
@@ -0,0 +1,116 @@
+---
+language:
+- en
+base_model:
+- krea/Krea-2-Turbo
+pipeline_tag: text-to-image
+library_name: diffusers
+license: other
+license_name: krea-2-community-license
+license_link: https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf
+instance_prompt: azure gouache daylight style
+tags:
+- lora
+- text-to-image
+- krea
+- krea-2
+- fal-ai
+- template:diffusion-lora
+- painterly
+widget:
+- text: "a cat asleep on a windowsill. azure gouache daylight style"
+  output:
+    url: images/ex_1.png
+- text: "a horse in a misty meadow. azure gouache daylight style"
+  output:
+    url: images/ex_2.png
+- text: "a horse in a misty meadow. azure gouache daylight style"
+  output:
+    url: images/ex_3.png
+- text: "a city skyline at night. azure gouache daylight style"
+  output:
+    url: images/ex_4.png
+- text: "a cozy cafe interior. azure gouache daylight style"
+  output:
+    url: images/ex_5.png
+- text: "a field of wildflowers. azure gouache daylight style"
+  output:
+    url: images/ex_6.png
+---
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/ilkerzgi/krea-2-azure-gouache-daylight-lora/resolve/main/fal-dark.png">
+  <img src="https://huggingface.co/ilkerzgi/krea-2-azure-gouache-daylight-lora/resolve/main/fal-light.png" alt="fal" height="18">
+</picture>
+
+# Azure Gouache Daylight
+
+**fal · Krea 2 Style LoRA series.** One of 1600+ style LoRAs trained on [fal](https://fal.ai).
+
+A **Krea 2** style LoRA. Add the trigger **`azure gouache daylight style`** to the end of your prompt.
+
+[![Run on fal.ai](https://img.shields.io/badge/Run_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2/turbo/lora) [![Train on fal.ai](https://img.shields.io/badge/Train_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2-trainer) [![Krea 2](https://img.shields.io/badge/base-Krea_2_Turbo-7C5CFF?style=for-the-badge)](https://huggingface.co/krea/Krea-2-Turbo)
+
+<Gallery />
+
+## Quick start
+
+| Parameter | Value |
+|-----------|-------|
+| Trigger | `azure gouache daylight style` |
+| Recommended LoRA scale | `1.0` to `1.25` |
+| Base model | `krea/Krea-2-Turbo` |
+| Trained on | [fal-ai/krea-2-trainer](https://fal.ai/models/fal-ai/krea-2-trainer) |
+
+## Inference on fal
+
+### Python
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2/turbo/lora",
+    arguments={
+        "prompt": "a lighthouse on a rocky cliff. azure gouache daylight style",
+        "loras": [{"path": "https://huggingface.co/ilkerzgi/krea-2-azure-gouache-daylight-lora/resolve/main/azure-gouache-daylight.safetensors", "scale": 1.0}],
+        "image_size": {"width": 1024, "height": 1280},
+    },
+)
+print(result["images"][0]["url"])
+```
+
+### JavaScript
+```js
+import { fal } from "@fal-ai/client";
+
+const { data } = await fal.subscribe("fal-ai/krea-2/turbo/lora", {
+  input: {
+    prompt: "a lighthouse on a rocky cliff. azure gouache daylight style",
+    loras: [{ path: "https://huggingface.co/ilkerzgi/krea-2-azure-gouache-daylight-lora/resolve/main/azure-gouache-daylight.safetensors", scale: 1.0 }],
+    image_size: { width: 1024, height: 1280 },
+  },
+});
+console.log(data.images[0].url);
+```
+
+## Train your own on fal
+
+Every LoRA in this series is trained on [`fal-ai/krea-2-trainer`](https://fal.ai/models/fal-ai/krea-2-trainer) (100 steps, learning rate 3.5e-4). Train your own style from 4 to 10 reference images:
+
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2-trainer",
+    arguments={
+        "images_data_url": "https://.../your-dataset.zip",
+        "trigger_phrase": "azure gouache daylight style",
+        "steps": 100,
+        "learning_rate": 0.00035,
+    },
+)
+print(result)
+```
+
+## License
+
+Krea 2 Community License. See the [license](https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf).
--- a/tests/enrich_hf_validation/baselines/readmes/k2styles__krea-2-cobalt-sky-anime-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/k2styles__krea-2-cobalt-sky-anime-lora.md
@@ -0,0 +1,113 @@
+---
+language:
+- en
+base_model:
+- krea/Krea-2-Turbo
+pipeline_tag: text-to-image
+library_name: diffusers
+license: other
+license_name: krea-2-community-license
+license_link: https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf
+instance_prompt: cobalt sky anime style
+tags:
+- lora
+- text-to-image
+- krea
+- krea-2
+- fal-ai
+- template:diffusion-lora
+- illustration
+widget:
+- text: "a lighthouse on a rocky cliff. cobalt sky anime style"
+  output:
+    url: images/ex_1.png
+- text: "a lighthouse on a rocky cliff. cobalt sky anime style"
+  output:
+    url: images/ex_2.png
+- text: "a lighthouse on a rocky cliff. cobalt sky anime style"
+  output:
+    url: images/ex_3.png
+- text: "a lighthouse on a rocky cliff. cobalt sky anime style"
+  output:
+    url: images/ex_4.png
+- text: "a lighthouse on a rocky cliff. cobalt sky anime style"
+  output:
+    url: images/ex_5.png
+---
+<picture>
+  <source media="(prefers-color-scheme: dark)" srcset="https://huggingface.co/ilkerzgi/krea-2-cobalt-sky-anime-lora/resolve/main/fal-dark.png">
+  <img src="https://huggingface.co/ilkerzgi/krea-2-cobalt-sky-anime-lora/resolve/main/fal-light.png" alt="fal" height="18">
+</picture>
+
+# Cobalt Sky Anime
+
+**fal · Krea 2 Style LoRA series.** One of 1600+ style LoRAs trained on [fal](https://fal.ai).
+
+A **Krea 2** style LoRA. Add the trigger **`cobalt sky anime style`** to the end of your prompt.
+
+[![Run on fal.ai](https://img.shields.io/badge/Run_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2/turbo/lora) [![Train on fal.ai](https://img.shields.io/badge/Train_on-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/krea-2-trainer) [![Krea 2](https://img.shields.io/badge/base-Krea_2_Turbo-7C5CFF?style=for-the-badge)](https://huggingface.co/krea/Krea-2-Turbo)
+
+<Gallery />
+
+## Quick start
+
+| Parameter | Value |
+|-----------|-------|
+| Trigger | `cobalt sky anime style` |
+| Recommended LoRA scale | `1.0` to `1.25` |
+| Base model | `krea/Krea-2-Turbo` |
+| Trained on | [fal-ai/krea-2-trainer](https://fal.ai/models/fal-ai/krea-2-trainer) |
+
+## Inference on fal
+
+### Python
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2/turbo/lora",
+    arguments={
+        "prompt": "a lighthouse on a rocky cliff. cobalt sky anime style",
+        "loras": [{"path": "https://huggingface.co/ilkerzgi/krea-2-cobalt-sky-anime-lora/resolve/main/cobalt-sky-anime.safetensors", "scale": 1.0}],
+        "image_size": {"width": 1024, "height": 1280},
+    },
+)
+print(result["images"][0]["url"])
+```
+
+### JavaScript
+```js
+import { fal } from "@fal-ai/client";
+
+const { data } = await fal.subscribe("fal-ai/krea-2/turbo/lora", {
+  input: {
+    prompt: "a lighthouse on a rocky cliff. cobalt sky anime style",
+    loras: [{ path: "https://huggingface.co/ilkerzgi/krea-2-cobalt-sky-anime-lora/resolve/main/cobalt-sky-anime.safetensors", scale: 1.0 }],
+    image_size: { width: 1024, height: 1280 },
+  },
+});
+console.log(data.images[0].url);
+```
+
+## Train your own on fal
+
+Every LoRA in this series is trained on [`fal-ai/krea-2-trainer`](https://fal.ai/models/fal-ai/krea-2-trainer) (100 steps, learning rate 3.5e-4). Train your own style from 4 to 10 reference images:
+
+```python
+import fal_client
+
+result = fal_client.subscribe(
+    "fal-ai/krea-2-trainer",
+    arguments={
+        "images_data_url": "https://.../your-dataset.zip",
+        "trigger_phrase": "cobalt sky anime style",
+        "steps": 100,
+        "learning_rate": 0.00035,
+    },
+)
+print(result)
+```
+
+## License
+
+Krea 2 Community License. See the [license](https://huggingface.co/krea/Krea-2-LoRA-impressionist/blob/main/LICENSE.pdf).
--- a/tests/enrich_hf_validation/baselines/readmes/ostris__ideogram_4_unconditional_lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/ostris__ideogram_4_unconditional_lora.md
@@ -0,0 +1,21 @@
+---
+license: other
+license_name: ideogram-4-non-commercial
+license_link: https://huggingface.co/ideogram-ai/ideogram-4-fp8/blob/main/LICENSE.md
+tags:
+  - text-to-image
+  - lora
+  - diffusers
+base_model: ideogram-ai/ideogram-4-fp8
+
+---
+# Ideogram 4 Unconditional LoRA
+
+This is a LoRA that was initialized by extracting the difference of the Ideogram 4 conditional and unconditional model weights. 
+It was further tuned using student teacher training on real data and a loss was performed on a per layer basis to more closely
+match the unconditional model. This can be used on the conditional Ideogram 4 model during the unconditional pass 
+as a replacement to the full 9B paramiter unconditional model. 
+
+Using the full unconditional model will likely yield better results, but this will work as a light weight alternative. It was 
+originally trained to be used in [Ostris AI Toolkit](https://github.com/ostris/ai-toolkit) so samples would be more in line 
+with what the full pipeline would produce without needing to load the entire unconditional model. 
--- a/tests/enrich_hf_validation/baselines/readmes/prithivMLmods__Fashion-Hut-Modeling-LoRA.md
+++ b/tests/enrich_hf_validation/baselines/readmes/prithivMLmods__Fashion-Hut-Modeling-LoRA.md
@@ -0,0 +1,103 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+- PG-13
+- Fashion
+- Modeling
+- Realism
+- Photography
+widget:
+- text: >-
+    Modeling of Photo of a woman with long brown hair, wearing a pink sports
+    bra, standing against a plain white background, looking over her shoulder
+    with a serious expression, medium close-up, fair skin, slender physique,
+    small breasts, soft lighting, high quality, jpeg artifacts, no watermark, no
+    text, no tattoos, no piercings, no makeup, no jewelry, no accessories, no
+    background, no shadows, no highlights, no reflections, no lens flare, no
+    bokeh, no depth of field, no blur, no grain, no noise, no compression, no
+    artifacts, no compression artifacts, no noise artifacts, no grain artifacts,
+    no blur artifacts, no depth of field artifacts, no highlights artifacts, no
+    shadows artifacts, no lens flare artifacts, no reflections artifacts
+  output:
+    url: images/MO1.png
+- text: >-
+    Modeling fashion photograph of a model posing minimalist set, model is
+    styled in a streetwear yet chic outfit consisting of a over-fit grey
+    sweat-shirt tucked into dark olive cargo jogger, background is a smooth,
+    crimson, providing a contrast that highlights the outfit, lighting is strong
+    yet directional, accentuating the texture of the fabric and the sleek fit of
+    the pants, emphasize the confidence pose of the model, with hands up behind
+    head, capturing a relaxed yet fashionable streetwear vibe, UHD --ar 9:16
+    --stylize 500
+  output:
+    url: images/MO2.png
+- text: "Modeling of a bold Japanese hyperrealistic advertising poster features a stunning Asian model with sleek, blonde hair cut in an extraordinary style that frames her angular face. She exudes confidence while wearing modern, oversized coloured baggy jeans paired with a matching loose-fitting top in another colour. The outfit is accentuated with chunky white sneakers and layered gold necklaces, blending street style with effortless chic. She stands in front of a futuristic urban background with neon signs and soft glowing lanterns, set against a sleek cityscape at night. Behind her, cherry blossoms softly fall, contrasting with the modern environment. Bold kanji characters in dynamic, graffiti-like style read â\x80\x9Cè\x87ªç\x94±ã\x81ªç¾\x8E - The Freedom of Beautyâ\x80\x9D across the top. The posterâ\x80\x99s aesthetic merges contemporary fashion with traditional Japanese elements, creating an energetic, youthful vibe."
+  output:
+    url: images/MO4.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Modeling of
+license: creativeml-openrail-m
+---
+# Fashion-Hut-Modeling-LoRA : [👗]
+
+<Gallery />
+
+- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
+
+**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
+
+## Model description 
+
+**prithivMLmods/Fashion-Hut-Modeling-LoRA**
+
+Image Processing Parameters 
+
+| Parameter                 | Value  | Parameter                 | Value  |
+|---------------------------|--------|---------------------------|--------|
+| LR Scheduler              | constant | Noise Offset              | 0.03   |
+| Optimizer                 | AdamW  | Multires Noise Discount   | 0.1    |
+| Network Dim               | 64     | Multires Noise Iterations | 10     |
+| Network Alpha             | 32     | Repeat & Steps           | 26 & 2900|
+| Epoch                     | 16  | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 14 [ Hi-RES ]
+--------------------------------------------------------------------
+
+![prithivMLmods/Fashion-Hut-Modeling-LoRA](images/MOS.png)
+
+| Description |
+|--------------------|
+| Modeling Photo of a woman with long brown hair, wearing a orange sports bra, standing against a plain white background, looking over her shoulder with a serious expression, medium close-up, fair skin, slender physique, small breasts, soft lighting, high quality, jpeg artifacts, no watermark, no text, no tattoos, no piercings, no makeup, no jewelry, no accessories, no background, no shadows, no highlights, no reflections, no lens flare, no bokeh, no depth of field, no blur, no grain, no noise, no compression, no artifacts, no compression artifacts, no noise artifacts, no grain artifacts, no blur artifacts, no depth of field artifacts, no highlights artifacts, no shadows artifacts, no lens flare artifacts, no reflections artifacts,  sweaty body glistens in the light |
+## Best Dimensions
+
+- 1024 x 1024 (Default)
+  
+## Setting Up
+```
+import torch
+from pipelines import DiffusionPipeline
+
+base_model = "black-forest-labs/FLUX.1-dev"
+pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
+
+lora_repo = "prithivMLmods/Fashion-Hut-Modeling-LoRA"
+trigger_word = "Modeling of"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+## Trigger words
+
+You should use `Modeling of` to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/prithivMLmods/Fashion-Hut-Modeling-LoRA/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/prithivMLmods__Retro-Pixel-Flux-LoRA.md
+++ b/tests/enrich_hf_validation/baselines/readmes/prithivMLmods__Retro-Pixel-Flux-LoRA.md
@@ -0,0 +1,88 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+- Retro
+- Pixel
+widget:
+- text: >-
+    Retro Pixel, A pixelated image of a german shepherd dog. The dogs fur is a
+    vibrant shade of brown, with a black stripe running down its back. The
+    background is a light green, and the dogs shadow is cast on the ground.
+  output:
+    url: images/RP1.png
+- text: >-
+    Retro Pixel, A pixelated image of a man surfing on a surfboard. The mans
+    body is covered in a red shirt and blue shorts. His arms are out to the
+    sides of his body. The surfboard is a vibrant blue color. The water is a
+    light blue color with white splashes. The sun is shining on the right side
+    of the image.
+  output:
+    url: images/RP2.png
+- text: >-
+    Retro Pixel, pixel art of a Hamburger in the style of an old video game,
+    hero, pixelated 8bit, final boss 
+  output:
+    url: images/RP3.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Retro Pixel
+license: creativeml-openrail-m
+---
+# Retro-Pixel-Flux-LoRA
+
+<Gallery />
+
+- Hosted Here🧨: https://huggingface.co/spaces/prithivMLmods/FLUX-LoRA-DLC
+
+**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
+
+## Model description 
+
+**prithivMLmods/Retro-Pixel-Flux-LoRA**
+
+Image Processing Parameters 
+
+| Parameter                 | Value  | Parameter                 | Value  |
+|---------------------------|--------|---------------------------|--------|
+| LR Scheduler              | constant | Noise Offset              | 0.03   |
+| Optimizer                 | AdamW  | Multires Noise Discount   | 0.1    |
+| Network Dim               | 64     | Multires Noise Iterations | 10     |
+| Network Alpha             | 32     | Repeat & Steps           | 24 & 2340|
+| Epoch                     | 15  | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 16 [ Hi-RES ]
+
+![prithivMLmods/Retro-Pixel-Flux-LoRA](images/RP4.webp)
+    
+## Best Dimensions
+
+- 1024 x 1024 (Default)
+  
+## Setting Up
+```
+import torch
+from pipelines import DiffusionPipeline
+
+base_model = "black-forest-labs/FLUX.1-dev"
+pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
+
+lora_repo = "prithivMLmods/Retro-Pixel-Flux-LoRA"
+trigger_word = "Retro Pixel"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+## Trigger words
+
+You should use `Retro Pixel` to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/prithivMLmods/Retro-Pixel-Flux-LoRA/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/prithivMLmods__Ton618-Epic-Realism-Flux-LoRA.md
+++ b/tests/enrich_hf_validation/baselines/readmes/prithivMLmods__Ton618-Epic-Realism-Flux-LoRA.md
@@ -0,0 +1,77 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- text: 'Epic Realism, A medium-angle shot of a woman with long, wavy brown hair, a black long-sleeved t-shirt, and a black necklace around her neck. Her eyes are a piercing blue, and her lips are a lighter pink. She is standing in front of a white wall with a window on the left side of the wall. The window is slightly open, and the wall is a light gray color. The womans hair is a darker shade of brown, and she has a slight smile on her face.'
+  output:
+    url: images/ep1.png
+- text: 'Epic Realism, Captured in a close-up, eye-level perspective, a medium-sized young mans face is adorned with a gold necklace, adding a touch of sparkle to his outfit. His eyes are a piercing blue, and his hair is a mix of brown and black. His eyebrows are a darker shade of brown, while his lips are a lighter shade of pink. The backdrop is blurred, creating a stark contrast to the foreground.'
+  output:
+    url: images/ep2.png
+- text: 'Epic Realism, A close-up shot of a young woman with long brown hair and blue eyes. She is wearing a red and white cheerleading uniform. The uniform has a white stripe down the center of the uniform. Her hair is pulled back and cascades over her shoulders. Her eyes are a piercing blue. Her lips are painted a light pink color. Her eyebrows are a darker shade of brown. Her nose is a lighter shade of blue. The background is blurred, but it is out of focus.'
+  output:
+    url: images/ep3.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Epic Realism
+license: creativeml-openrail-m
+---
+# Ton618-Epic-Realism-Flux-LoRA
+
+<Gallery />
+
+**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
+
+## Model description 
+
+**prithivMLmods/Ton618-Epic-Realism-Flux-LoRA**
+
+Image Processing Parameters 
+
+| Parameter                 | Value  | Parameter                 | Value  |
+|---------------------------|--------|---------------------------|--------|
+| LR Scheduler              | constant | Noise Offset              | 0.03   |
+| Optimizer                 | AdamW  | Multires Noise Discount   | 0.1    |
+| Network Dim               | 64     | Multires Noise Iterations | 10     |
+| Network Alpha             | 32     | Repeat & Steps           | 25 & 3000|
+| Epoch                     | 15    | Save Every N Epochs       | 1      |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 22 [ Hi-RES ]
+
+## Best Dimensions
+
+- 1024 x 1024 (Default)
+    
+## Setting Up
+```
+import torch
+from pipelines import DiffusionPipeline
+
+base_model = "black-forest-labs/FLUX.1-dev"
+pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
+
+lora_repo = "prithivMLmods/Ton618-Epic-Realism-Flux-LoRA"
+trigger_word = "Epic Realism"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+
+## Data source
+    
+    - https://playground.com/
+    
+## Trigger words
+
+You should use `Epic Realism` to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/prithivMLmods/Ton618-Epic-Realism-Flux-LoRA/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/prompthero__openjourney-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/prompthero__openjourney-lora.md
@@ -0,0 +1,35 @@
+---
+license: creativeml-openrail-m
+base_model: stabilityai/stable-diffusion-2-1-base
+instance_prompt: sksdog
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+inference: true
+---
+# Openjourney LoRA - by [PromptHero](https://prompthero.com/?utm_source=huggingface&utm_medium=referral)
+
+These are LoRA adaption weights for [Openjourney](https://huggingface.co/prompthero/openjourney) trained by [@JHawkk](https://prompthero.com/JHawkk)
+
+
+# Openjourney Links
+- [Openjourney Dreambooth](https://huggingface.co/prompthero/openjourney)
+- [Openjourney Fine tuned model](https://huggingface.co/prompthero/openjourney-v2)
+
+# Want to learn AI art generation?:
+- [Crash course in AI art generation](https://prompthero.com/academy/prompt-engineering-course?utm_source=huggingface&utm_medium=referral)
+- [Learn to fine-tune Stable Diffusion for photorealism](https://prompthero.com/academy/dreambooth-stable-diffusion-train-fine-tune-course?utm_source=huggingface&utm_medium=referral)
+
+# How to use LoRA's in auto1111:
+- Update webui (use git pull like here or redownload it)
+- Copy the file to stable-diffusion-webui/models/lora
+- Select your LoRA like in this video
+- Make sure to change the weight (by default it's :1 which is usually too high)
+
+# Examples:
+![00860-3667285796-__portrait_photograph_of_Madison_Beer_as_Pocahontas__young_beautiful_native_american_woman__perfect_symmetrical_face__feather_je.png](https://s3.amazonaws.com/moonup/production/uploads/1675871175212-63265d019f9d19bfd4f45031.png)
+![00838-2533297102-__old_man_with_long_beard_and_sidelocks_and_hat__windswept__beautifully_lit__studio_lighting__saturated_colors__intricate_detail.png](https://s3.amazonaws.com/moonup/production/uploads/1675871175232-63265d019f9d19bfd4f45031.png)
+![00886-625342114-__hyperrealistic_full_length_portrait_of_gorgeous_goddess___standing_in_field_full_of_flowers___detailed_gorgeous_face___full_bo.png](https://s3.amazonaws.com/moonup/production/uploads/1675871175222-63265d019f9d19bfd4f45031.png)
+![00851-1385455560-__human_colony_on_unknown_planet__clean_white_structures__bright_vibrant_colored_vegetation__bioluminescent_planets__hyperrealis.png](https://s3.amazonaws.com/moonup/production/uploads/1675871175227-63265d019f9d19bfd4f45031.png)
--- a/tests/enrich_hf_validation/baselines/readmes/renderartist__Classic-Painting-Z-Image-Turbo-LoRA.md
+++ b/tests/enrich_hf_validation/baselines/readmes/renderartist__Classic-Painting-Z-Image-Turbo-LoRA.md
@@ -0,0 +1,227 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/Classic_Painting_Z_00076_.png
+  text: >-
+    class1cpa1nt classic oil painting influenced by Jan van Eyck depicting an
+    ethereal beauty fair-skinned, young portly meek woman with wavy updo classic
+    auburn hair, hazel eyes with catchlight details. She's seated on a wood tree
+    stump in a meadow near a small pond, there are white swans and ducklings
+    around her as she regales them with song, her body suggests an action with
+    her arms outstretched and hands sweeping in the air as if she's
+    orchestrating a concerto. This is a woman of elegance and mystical beauty.
+    Her smile is infectious and her smiling cheeks are endearing, her held tilts
+    in a playful pose.
+- output:
+    url: images/Classic_Painting_Z_00006_.png
+  text: >-
+    class1cpa1nt A 15th-century oil painting of a pensive nun crying anguish,
+    pale-skinned woman with a white veil, black hood, and hands clasped in
+    prayer, set against a yellow background.  The painting is distressed aged
+    museum restoration candidate
+- output:
+    url: images/Classic_Painting_Z_00063_.png
+  text: >-
+    class1cpa1nt A 19th-century oil painting by Jan van Eyck depicting an
+    ethereal beauty fair-skinned, young slender meek woman with wavy updo
+    classic dark hair, wearing a ruffled white collar dolman and frilly cream
+    colored lace-trim, blue basque upper, pearl necklace, sitting against a
+    dark, textured background. Her expression is one of wisdom wisdom. Her chin
+    is tilted slightly upward suggesting a woman of elegance and historic
+    significance.
+- output:
+    url: images/Classic_Painting_Z_00229_.png
+  text: >-
+    class1cpa1nt A 19th-century oil painting by Jan van Eyck depicting an
+    ethereal beauty fair-skinned, young slender meek woman with wavy updo
+    classic sandy blonde hair, wearing a ruffled white collar dolman and frilly
+    cream colored lace-trim, mint basque upper bodice, classic pearl necklace,
+    sitting against a dark, textured background. Her expression is one of wisdom
+    wisdom. Her head and nose is tilted slightly upward suggesting a woman of
+    elegance and historic significance.
+- output:
+    url: images/Classic_Painting_Z_00266_.png
+  text: >-
+    This image is a detailed photorealistic oil painting, the subject is a
+    Caucasian charming girsly gruff man with beard, fair skin and masculine
+    features, likely in his late to early twenties. he has large, expressive
+    blue eyes and a gentle smile. His wavy brown hair is styled in and, his
+    clothing adorned with a small gold medallion with a Z engraving. 19th
+    century style
+- output:
+    url: images/Classic_Painting_Z_00264_.png
+  text: >-
+    hyperrealism painting depicting an beautiful Dutch woman is dancing happily
+    with her right hand in the air, wavy blonde classic hair, wearing a ruffled
+    cream dress, gold necklace diamond earrings, sitting against a vibrant,
+    deserted hilly terrain background with lush trees framing the back. Her
+    expression is one of wisdom wisdom. Her head and nose is tilted slightly
+    upward suggesting a woman of elegance and historic significance. She's
+    holding a bouquet of white and pink roses, their heavy buds slightly
+    dropping, the arrangement is botanical. The eyes are of importance, use
+    catchlight style highlights to create a deep realism effect. A lone bird is
+    seen building a nest in the tree, protected by the shade.
+- output:
+    url: images/Classic_Painting_Z_00071_.png
+  text: >-
+    class1cpa1nt classic oil painting by Jan van Eyck depicting an ethereal
+    beauty fair-skinned, young portly meek woman with wavy updo classic auburn
+    hair, hazel eyes with catchlight details. Wearing a dolman and frilly cream
+    colored lace-trim, satin yellow basque upper nothing on her chest, average
+    bust, sitting against a dark, textured background. Her expression is one of
+    wisdom wisdom. Her chin is tilted slightly upward suggesting a woman of
+    elegance and historic significance.
+- output:
+    url: images/ComfyUI_00066_.png
+  text: >-
+    class1cpa1nt classical oil painting of an older man with a distinguished and
+    thoughtful expression. The subject is a Caucasian male with fair skin and a
+    balding head, with thinning white hair combed back. His face is adorned with
+    deep-set, light brown eyes that gaze slightly to the side, bushy salt and
+    pepper brows with long length, a soft chin and a gentle, contemplative
+    smile. His nose is slightly upturned, and his lips are thin and slightly
+    pursed. The man is dressed in formal 19th-century attire, featuring a
+    high-collared white shirt with a black cravat tied around his neck. He wears
+    a dark, possibly black, suit jacket over his shirt, which adds a formal and
+    serious tone to his appearance. Photorealistic texture and brush strokes
+    help define fine areas of detail. The focus is sharp.
+- output:
+    url: images/Classic_Painting_Z_00247_.png
+  text: >-
+    class1cpa1nt A classic oil painting in the style of Jean-François Millet
+    depicting an beautiful Colombian woman with wavy hair classic black hair,
+    wearing a ruffled tangerine tropical dress, silver necklace, sitting against
+    a vibrant, deserted island background with palm fronds framing the back. Her
+    expression is one of wisdom wisdom. Her head and nose is tilted slightly
+    upward suggesting a woman of elegance and historic significance. She's
+    holding a bouquet of white and pink roses, their heavy buds slightly
+    dropping, the arrangement is botanical. The eyes are of importance, use
+    catchlight style highlights to create a deep realism effect.
+- output:
+    url: images/Classic_Painting_Z_00220_.png
+  text: >-
+    class1cpa1nt lifelike surrealist painting with vivid detail and colors,
+    saturated blues, a bear and woman pose together for an unsettling but
+    wholesome pose oil painting portrait medium close-up, the subject a
+    victorian era woman wearing a blue and white dress with white veil, the
+    woman is smiling with an eerie gaze sitting next to a menacing bear laughing
+    in her face, she's laughing at the bear looking towards the off with her
+    head tilted happy-go-lucky, the bear. oddity surreal close candid detailed.
+    textured grey background, the eyes have catchlight details glimmering
+    alive. 
+- output:
+    url: images/Classic_Painting_Z_00122_.png
+  text: >-
+    class1cpa1nt classic oil painting influenced by surrealist master painters
+    depicting an ethereal floating head of a light bender glass head, emtpy eye
+    sockets, the refraction shines through the glass head, a lightning bolt
+    strikes it with electric glow The scene is set somewhere in a vast seascape
+    with rapid waters waves. The overall composition is expertly arrange for
+    rule of thirds art principles with the golden ratio explicitly followed to
+    make an appealing powerful image
+- output:
+    url: images/ComfyUI_00062_.png
+  text: >-
+    The surrealist painting depicts 3 floating angels, kneeling on wispy
+    ethereal dream clouds, hands clasped in prayer in the clouds | a field of
+    wild flowers in a hilly field, in the middle is a large body of water in the
+    distance a waterfall in the middle with a stream of water flowing into a
+    deep vast canyon below, in the immediate foreground a woman wearing a puffy
+    sleeved gown is seated on a large tree stump in the lower right hand corner,
+    her feet covered by the tall patch of grass, looking up, there is low laying
+    fog on the ground surrounding her, the view is from over the shoulder. in
+    the field there are two sheep grazing. Dreamlike imagery influenced by
+    liminal states. 
+- output:
+    url: images/Classic_Painting_Z_00086_.png
+  text: >-
+    class1cpa1nt classic oil painting influenced by Jan van Eyck depicting an
+    ethereal windmill in a distance, the flowers grow wildy in the foreground
+    and bgin to fade around the mid-horizon point, there are several patches of
+    tall overgrown grass rustling in the windy, stormy clouds overhead. The
+    image is dark and looming.
+- output:
+    url: images/Classic_Painting_Z_00112_.png
+  text: >-
+    class1cpa1nt classic oil painting influenced by Jan van Eyck depicting an
+    ethereal monolithic limestone textured chiseled aging cracked weathered
+    ancient structure with a shape of a Z, a large white rabbit seated near it's
+    base leaning against the lower left portion, beyond the horizon is a vast
+    ocean and rock formations. the Rudbeckia and Hydrangea flowers grow wildy in
+    the foreground around the mid-horizon point, there are several sections of
+    tall Feather Reed grass growing in various directions juxtaposed in the
+    distance in various direcitons, directionless windy air. Stormy clouds
+    overhead. The image is dark and looming. The scene is set somewhere in
+    Auckland, New Zealand hilly terrain. The overall composition is expertly
+    arrange for rule of thirds art principles with the golden ratio explicitly
+    followed to make an appealing powerful image
+- output:
+    url: images/ComfyUI_00068_.png
+  text: >-
+    class1cpa1nt Detailed painting depicts a picturesque landscape with a focus
+    on the ancient ruins of Palestrina, Italy. The scene is set in the late
+    afternoon, with soft, golden sunlight casting long shadows and a clear blue
+    sky dotted with a few wispy clouds.  Dirt path that winds through the ruins,
+    which consist of crumbling stone arches and walls, partially covered by lush
+    greenery.  To the left, a majestic hill rises, topped with a large,
+    rectangular stone structure, possibly a castle or fort, surrounded by dense
+    trees. The hill is covered with a mix of green foliage and patches of
+    exposed rock. In the background, a range of distant mountains with soft,
+    rolling contours adds depth to the scene.  The painting's texture is sharp
+    with delicate brushstrokes, capturing the intricate details of the ruins and
+    the natural surroundings. The color palette is warm and earthy, dominated by
+    greens, browns, and blues, enhancing the serene and historical atmosphere.
+- output:
+    url: images/Classic_Painting_Z_00178_.png
+  text: >-
+    class1cpa1nt Still life highly realistic painting of pomegranates executed with meticulous detail. It features one whole, shiny glossy, deep-red pomegranate resting slightly behind another that has been sliced horizontally to expose its intricate interior. The sliced fruit reveals the glistening, ruby-red arils (seeds) embedded within the pale-yellow and creamy-white spongy membrane, highlighting a stark contrast in texture and color. The lighting is tame, casting a crisp shadow on the cream textured background, which emphasizes the fruit's vibrant colors and three-dimensional form.
+- output:
+    url: images/Classic_Painting_Z_00160_.png
+  text: >-
+    class1cpa1nt classic oil painting influenced by master painters depicting a bottle of pinot noir dark red wine, it has slight dust on the glass, with the fancy cursive private label "Z-Image Vintage Select" a subheading reads "Bottled in Latent Space - 2095" a subheading says "Pinot Noir" the bottle has a gold foil sticker, with red lettering that reads "Turbo Selection" along the nape, is beside a silver platter with rectangular crackers, cherries, raspberries, 1 plum, half a pomegranite, grapes and a 1/4 of brie cheese wheel. Neatly arranged for the intimate still life painting, one empty wine glass in the background still life composition is expertly arranged for rule of thirds art principles with the golden ratio explicitly followed to make an appealing powerful painting, include texture details and distress to make the painting look authentic
+- output:
+    url: images/Classic_Painting_Z_00053_.png
+  text: >-
+    class1cpa1nt A delcately lit oil painting, the painting showcases a lush bouquet of flowers and a few fallen detailed leaves set against a dark, muted background that enhances the vibrancy of the flowers. The bouquet is densely packed with various blooms, including large, white peonies, delicate soft pink roses, and vibrant orange and red flowers. There are also large, blue iris flowers with their petals slightly drooping, adding a sense of natural movement to the composition. The vase is shiny gold with minimal embellishments around the rim.
+- output:
+    url: images/ComfyUI_00076_.png
+  text: >-
+    class1cpa1nt rule of thirds, principles of painting, closeup still life composition detailed elegant oil painting of a sneaky victorian man, wearing a woolen coat grins peering over a large table, staring at a triple-layer vanilla cake slice with sponge like textures on the bread, large white frosting rosettes elegance victorian bakery image, on a gold rimmed plate and a fine crystal goblet glass of milk beside it, a fork rests on the plate. The table is draped by a textured velvet blue tablecloth. Warm glow lighting, side light. The table is free of crumbs or dirt. eyes are lit up as in delight, raised brows. eyes are lock in on the small rosettes on top. left hand resting on the edge of the table giving a thumbs up and the other lightly holding the goblet. The painting is distressed aged museum restoration candidate, the photoreal detailing and fine attention of light and shadows creates a surreal image with depth and clarity. Professionally painted.
+base_model: Tongyi-MAI/Z-Image-Turbo
+instance_prompt: null
+license: apache-2.0
+---
+# Classic Painting Z
+
+<Gallery />
+
+## Model description 
+
+Immerse your images in the rich textures and timeless beauty of art history with Classic Painting Z. This LoRA has been trained on a curated selection of public domain masterpieces from the Art Institute of Chicago&#39;s esteemed collection, capturing the subtle nuances and defining characteristics of early paintings.
+
+Trained with ai-toolkit, this model excels at reproducing the finest of details: from delicate brushwork and authentic canvas textures to the dramatic interplay of light and shadow that defined an era. You&#39;ll notice sharp textures, realistic brushwork, and meticulous attention to detail.
+
+Ideal for:
+
+Portraits: Generate portraits with the gravitas and emotional depth of the Old Masters.
+Lush Landscapes: Create sweeping vistas with a sense of romanticism and composition.
+Intricate Still Life: Render objects with a sense of realism and painterly detail.
+Surreal Concepts: Blend the impossible with the classical for truly unique imagery.
+v1 - Z-Image Turbo LoRA trained at 1,750 steps.
+
+Artist names were not trained on, v1 is mostly aesthetic and textures if there's interest I'll gather some by name and retrain on the full base model when it comes out.
+
+Support my efforts at ko-fi.com&#x2F;renderartist
+
+renderartist.com
+
+
+## Download model
+
+
+[Download](/renderartist/Classic-Painting-Z-Image-Turbo-LoRA/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/samurai-architects__lora-starbucks.md
+++ b/tests/enrich_hf_validation/baselines/readmes/samurai-architects__lora-starbucks.md
@@ -0,0 +1,10 @@
+---
+datasets:
+- samurai-architects/starbucks
+language:
+- en
+library_name: diffusers
+pipeline_tag: text-to-image
+---
+
+Use "sks interior"
--- a/tests/enrich_hf_validation/baselines/readmes/soknife__loras.md
+++ b/tests/enrich_hf_validation/baselines/readmes/soknife__loras.md
@@ -0,0 +1,126 @@
+---
+language:
+  - en
+license: creativeml-openrail-m
+thumbnail:
+tags:
+  - stable-diffusion
+  - text-to-image
+  - image-to-image
+---
+
+# Some LoRAs
+
+Images are generated with the keyword, and basic positive/negative prompts as recommended by the model's creator. The medium strength LoRA is used and weight is set to 1, stronger and weaker LoRA are also provided.
+
+Hero images are cherry picked with a few additional prompts. Sample images are randomly generated without cherry picking. This is to show the inheritant biases of the LoRA.
+
+Various models are used such as PastelMix, ColorBox, AbyssOrangeMix, Corneos7thHeavenMix, Anything, EveryoneMix, Counterfeit.
+
+Embeddings can be found here https://huggingface.co/soknife/embeddings
+
+## irys-classic-subject
+
+<img src="https://huggingface.co/soknife/loras/resolve/main/irys-classic-subject.jpg" width="600"/>
+
+```
+Keyword: irys \(hololive\)
+```
+
+[irys-classic-subject.safetensors](irys-classic-subject.safetensors)
+
+<details>
+  <summary>Random sample</summary>
+  <img src="https://huggingface.co/soknife/loras/resolve/main/irys-classic-subject-sample.jpg" width="600"/>
+</details>
+
+## holo-en-outfit
+
+<img src="https://huggingface.co/soknife/loras/resolve/main/holo-en-outfit.jpg" width="600"/>
+
+```
+Keyword:  hololive english, idol clothes
+```
+
+[holo-en-outfit.safetensors](holo-en-outfit.safetensors)
+
+<details>
+  <summary>Random sample</summary>
+  <img src="https://huggingface.co/soknife/loras/resolve/main/holo-en-outfit-sample.jpg" width="600"/>
+</details>
+
+## zeta-subject
+
+<img src="https://huggingface.co/soknife/loras/resolve/main/zeta-subject.jpg" width="600"/>
+
+```
+Keyword: vestia zeta
+Keyword: kimono, japanese clothes, vestia zeta
+```
+
+[zeta-subject.safetensors](zeta-subject.safetensors)
+
+<details>
+  <summary>Random sample</summary>
+  <img src="https://huggingface.co/soknife/loras/resolve/main/zeta-subject-sample.jpg" width="600"/>
+</details>
+
+## suisei-regular-subject
+
+<img src="https://huggingface.co/soknife/loras/resolve/main/suisei-regular-subject.jpg" width="600"/>
+
+```
+Keyword: hoshimachi suisei
+```
+
+[suisei-regular-subject.safetensors](suisei-regular-subject.safetensors)
+
+<details>
+  <summary>Random sample</summary>
+  <img src="https://huggingface.co/soknife/loras/resolve/main/suisei-regular-subject-sample.jpg" width="600"/>
+</details>
+
+## ohisashiburi-style
+
+<img src="https://huggingface.co/soknife/loras/resolve/main/ohisashiburi-style.jpg" width="600"/>
+
+```
+Keyword: ohisashiburi
+```
+
+[ohisashiburi-style.safetensors](ohisashiburi-style.safetensors)
+
+<details>
+  <summary>Random sample</summary>
+  <img src="https://huggingface.co/soknife/loras/resolve/main/ohisashiburi-style-sample.jpg" width="600"/>
+</details>
+
+## fauna-regular-subject
+
+<img src="https://huggingface.co/soknife/loras/resolve/main/fauna-regular-subject.jpg" width="600"/>
+
+```
+Keyword: ceres fauna
+```
+
+[fauna-regular-subject.safetensors](fauna-regular-subject.safetensors)
+
+<details>
+  <summary>Random sample</summary>
+  <img src="https://huggingface.co/soknife/loras/resolve/main/fauna-regular-subject-sample.jpg" width="600"/>
+</details>
+
+## irys-regular-subject
+
+<img src="https://huggingface.co/soknife/loras/resolve/main/irys-regular-subject.jpg" width="600"/>
+
+```
+Keyword: irys \(hololive\)
+```
+
+[irys-regular-subject.safetensors](irys-regular-subject.safetensors)
+
+<details>
+  <summary>Random sample</summary>
+  <img src="https://huggingface.co/soknife/loras/resolve/main/irys-regular-subject-sample.jpg" width="600"/>
+</details>
--- a/tests/enrich_hf_validation/baselines/readmes/svntax-dev__pixel_spritesheet_4walk_small_lora_v1.md
+++ b/tests/enrich_hf_validation/baselines/readmes/svntax-dev__pixel_spritesheet_4walk_small_lora_v1.md
@@ -0,0 +1,105 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/knight.png
+  text: >-
+    A pixel art spritesheet of a medieval knight wearing metal armor and a
+    helmet with a red plume. The spritesheet is a 4 by 4 grid of four rows of
+    frames - first row is 3 walking frames facing down and 1 frame both arms
+    raised, second row is 3 walking frames facing left and 1 frame jumping left,
+    third row is 3 walking frames facing right and 1 frame jumping right, fourth
+    row is 3 walking frames back view facing up and 1 frame lying on floor.
+- output:
+    url: images/witch.png
+  text: >-
+    A pixel art spritesheet of a witch with long red hair and blue eyes, wearing
+    a purple hat and robes trimmed with white and light purple colors. The
+    spritesheet is a 4 by 4 grid of four rows of frames - first row is 3 walking
+    frames facing down and 1 frame both arms raised, second row is 3 walking
+    frames facing left and 1 frame jumping left, third row is 3 walking frames
+    facing right and 1 frame jumping right, fourth row is 3 walking frames back
+    view facing up and 1 frame lying on floor.
+- output:
+    url: images/werewolf.png
+  text: >-
+    A pixel art spritesheet of a werewolf with light gray fur and yellow eyes,
+    wearing a red scarf around his neck, and brown leather pants. The
+    spritesheet is a 4 by 4 grid of four rows of frames - first row is 3 walking
+    frames facing down and 1 frame both arms raised, second row is 3 walking
+    frames facing left and 1 frame jumping left, third row is 3 walking frames
+    facing right and 1 frame jumping right, fourth row is 3 walking frames back
+    view facing up and 1 frame lying on floor.
+base_model: black-forest-labs/FLUX.2-klein-base-4B
+instance_prompt: null
+license: apache-2.0
+---
+# pixel_spritesheet_4walk_small_lora_v1
+
+<Gallery />
+
+## Model description 
+
+A pixel art spritesheet LoRA for small 32x32 characters, with animation frames for walking up&#x2F;down&#x2F;left&#x2F;right, standing with both arms raised, jumping left&#x2F;right, and lying on the floor.
+
+## How to use
+
+You can use the default FLUX.2 Klein base 4B workflows from ComfyUI. Both the text-to-image workflow and the edit base workflow work.
+
+Images should be 512x512 because that&#39;s the size of the spritesheets used in training.
+
+Both the 2750-steps LoRA and the 3000-steps LoRA are available. The 3000-steps version seems to be more consistent in making humanoid characters, but the 2750-steps version seems a bit more creative in non-humanoid characters if using edit + an image reference.
+
+## Does this LoRA work with FLUX.2 Klein 4B distilled?
+
+No. It&#39;s technically compatible, but the distilled model ruins the quality of the pixels and the consistency. Use the base model.
+
+## How to get pixel-perfect images
+
+To get pixel-perfect images, downscale by a factor of 4. So 512x512 images should downscale to 128x128. Using k-centroid scaling works well.
+
+See the examples below:
+
+| Raw output      | K-centroid downscaled, then upscaled back to 512x512      |
+| ------------- | ------------- |
+| ![knight](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;Sv2ldfiM4S2-5tlzE0buh.png) | ![knight_clean](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;cSDU6bnl85wUNL_yV23XO.png) |
+| ![witch](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;VJ8wzY3M6r1KM75KxFn8a.png) | ![witch_clean](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;Wcx-kKPwRX2sRG2mivTL0.png) |
+| ![werewolf](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;st8tgSE_Oq0RNedyW9tQS.png) | ![werewolf_clean](https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68dcbc0eb3e9381d15e2cbbc&#x2F;zAZ8nGev13qmhc3xTn-3_.png) |
+
+## Using an image reference
+
+You can use the edit workflow with an image reference of a character for your spritesheet.
+
+Prompt: *Create a pixel art spritesheet of the character in the image. The spritesheet is a 4 by 4 grid of four rows of frames - first row is 3 walking frames facing down and 1 frame both arms raised, second row is 3 walking frames facing left and 1 frame jumping left, third row is 3 walking frames facing right and 1 frame jumping right, fourth row is 3 walking frames back view facing up and 1 frame lying on floor.*
+
+![demon_man_image_ref](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/mq_NRXpKlWOEQMyBAIEhk.png)
+
+![astronaut_image_ref](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/MtCFgXHjqjfSsQI0KzPw3.png)
+
+![bluejay_image_ref](https://cdn-uploads.huggingface.co/production/uploads/68dcbc0eb3e9381d15e2cbbc/HyPn2YZST-C50FOXNTQT7.png)
+
+## Testing the spritesheets in a game
+
+If you want to quickly test your spritesheets in a 2D game, here&#39;s a simple &quot;sandbox&quot; game&#x2F;tool where you can upload the raw spritesheet outputs and spawn in your characters to move around:
+
+Link to tool [here](https://svntax.github.io/pixel-art-spritesheet-sandbox/)
+
+Source code [here](https://github.com/svntax/pixel-art-spritesheet-sandbox)
+
+## Notes
+
+This is a first attempt at making a pixel art spritesheet LoRA using small sprites. There are sometimes bad images generated with issues like hair or headwear being cut off, and non-human characters with bad anatomy. The bottom row of sprites with the back view also has problems with consistency sometimes (for example, the werewolf is missing the red scarf).
+
+## Credits
+
+- The dataset used to train this LoRA consists of spritesheets edited and based on a template spritesheet by [George Bailey](https:&#x2F;&#x2F;opengameart.org&#x2F;content&#x2F;16x16-game-assets), licensed under [CC BY 4.0](https:&#x2F;&#x2F;creativecommons.org&#x2F;licenses&#x2F;by&#x2F;4.0&#x2F;)
+
+
+## Download model
+
+
+[Download](/svntax-dev/pixel_spritesheet_4walk_small_lora_v1/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/systms__SYSTMS-INFL8-LoRA-Wan22.md
+++ b/tests/enrich_hf_validation/baselines/readmes/systms__SYSTMS-INFL8-LoRA-Wan22.md
@@ -0,0 +1,39 @@
+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+widget:
+- output:
+    url: images/INFL_03.png
+  text: '-'
+- output:
+    url: images/INFL8_02.png
+  text: '-'
+- output:
+    url: images/INFL8_01.png
+  text: '-'
+base_model: Wan-AI/Wan2.2-I2V-A14B
+instance_prompt: INFL8
+license: apache-2.0
+---
+# SYSTMS-INFL8-LoRA-Wan22
+
+<Gallery />
+
+## Model description 
+
+
+https:&#x2F;&#x2F;cdn-uploads.huggingface.co&#x2F;production&#x2F;uploads&#x2F;68d3f4296609ba0dc7e869c1&#x2F;yHrNBvmv-KkyRzWsfdC2J.mp4
+
+
+## Trigger words
+
+You should use `INFL8` to trigger the image generation.
+
+
+## Download model
+
+
+[Download](/systms/SYSTMS-INFL8-LoRA-Wan22/tree/main) them in the Files & versions tab.
--- a/tests/enrich_hf_validation/baselines/readmes/wtcherr__sd-unsplash_10k_blur_rand_KS-model-control-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/wtcherr__sd-unsplash_10k_blur_rand_KS-model-control-lora.md
@@ -0,0 +1,22 @@
+
+---
+license: creativeml-openrail-m
+base_model: runwayml/stable-diffusion-v1-5
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- lora
+- controlnet
+- control-lora
+inference: true
+---
+    
+# ControlLoRA text2image fine-tuning - https://huggingface.co/wtcherr/sd-unsplash_10k_blur_rand_KS-model-control-lora
+These are ControlLoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the wtcherr/unsplash_10k_blur_rand_KS dataset. You can find some example images in the following. 
+
+![img_0](./image_0.png)
+![img_1](./image_1.png)
+![img_2](./image_2.png)
+
--- a/tests/enrich_hf_validation/baselines/readmes/wtcherr__sd-unsplash_10k_canny-model-control-lora.md
+++ b/tests/enrich_hf_validation/baselines/readmes/wtcherr__sd-unsplash_10k_canny-model-control-lora.md
@@ -0,0 +1,22 @@
+
+---
+license: creativeml-openrail-m
+base_model: runwayml/stable-diffusion-v1-5
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- lora
+- controlnet
+- control-lora
+inference: true
+---
+    
+# ControlLoRA text2image fine-tuning - https://huggingface.co/wtcherr/sd-unsplash_10k_canny-model-control-lora
+These are ControlLoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the wtcherr/unsplash_10k_canny dataset. You can find some example images in the following. 
+
+![img_0](./image_0.png)
+![img_1](./image_1.png)
+![img_2](./image_2.png)
+
--- a/tests/enrich_hf_validation/baselines/readmes/zyuzuguldu__vton-lora-linen.md
+++ b/tests/enrich_hf_validation/baselines/readmes/zyuzuguldu__vton-lora-linen.md
@@ -0,0 +1,278 @@
+---
+license: apache-2.0
+library_name: diffusers
+tags:
+- lora
+- text-to-image
+- diffusers
+- virtual-try-on
+- fashion
+- fabric-texture
+- linen
+base_model: stabilityai/stable-diffusion-xl-base-1.0
+instance_prompt: a garment with linen fabric texture
+widget:
+- text: "a garment with linen fabric texture"
+  output:
+    url: "placeholder.png"
+---
+
+# Virtual Try-On LoRA: Linen
+
+<div align="center">
+  <img src="https://img.shields.io/badge/Type-LoRA-blue" alt="Type">
+  <img src="https://img.shields.io/badge/Fabric-Linen-purple" alt="Fabric">
+  <img src="https://img.shields.io/badge/Base-SDXL-green" alt="Base Model">
+  <img src="https://img.shields.io/badge/License-Apache%202.0-yellow" alt="License">
+</div>
+
+## 📋 Model Description
+
+This is a **LoRA (Low-Rank Adaptation)** model fine-tuned for generating realistic **Linen** fabric textures in virtual try-on applications. The model has been trained on high-quality linen texture images to capture the unique characteristics of this fabric type.
+
+### Key Features
+
+- 🎨 **Specialized for Linen**: Captures authentic fabric texture and appearance
+- 🚀 **Lightweight**: Only 3.1 MB - efficient for deployment
+- 🎯 **SDXL-based**: Built on Stable Diffusion XL for high-quality generation
+- 👔 **Virtual Try-On Ready**: Designed for fashion and garment visualization
+- ⚡ **Fast Inference**: LoRA architecture enables quick generation
+
+## 🎯 Intended Use
+
+### Primary Use Cases
+
+1. **Virtual Try-On Systems**: Apply linen textures to garment designs
+2. **Fashion Design**: Visualize how garments look with linen fabric
+3. **E-commerce**: Generate product images with different fabric textures
+4. **Style Transfer**: Transfer linen texture to existing garment images
+
+### Out of Scope
+
+- General-purpose image generation
+- Non-fabric texture generation
+- Photo-realistic face generation
+
+## 🚀 Quick Start
+
+### Installation
+
+```bash
+pip install diffusers transformers accelerate safetensors
+```
+
+### Basic Usage
+
+```python
+from diffusers import DiffusionPipeline
+import torch
+
+# Load base model
+pipe = DiffusionPipeline.from_pretrained(
+    "stabilityai/stable-diffusion-xl-base-1.0",
+    torch_dtype=torch.float16,
+    variant="fp16"
+)
+pipe.to("cuda")
+
+# Load LoRA weights
+pipe.load_lora_weights(
+    "zyuzuguldu/vton-lora-linen",
+    weight_name="pytorch_lora_weights.safetensors"
+)
+
+# Generate image
+prompt = "a garment with linen fabric texture, high quality, detailed"
+image = pipe(
+    prompt,
+    num_inference_steps=30,
+    guidance_scale=7.5
+).images[0]
+
+image.save("output.png")
+```
+
+### Advanced Usage with Multiple LoRAs
+
+```python
+from diffusers import DiffusionPipeline
+import torch
+
+pipe = DiffusionPipeline.from_pretrained(
+    "stabilityai/stable-diffusion-xl-base-1.0",
+    torch_dtype=torch.float16
+).to("cuda")
+
+# Load with custom weight
+pipe.load_lora_weights(
+    "zyuzuguldu/vton-lora-linen",
+    weight_name="pytorch_lora_weights.safetensors",
+    adapter_name="linen"
+)
+
+# Set LoRA scale (0.0 to 1.0)
+pipe.set_adapters(["linen"], adapter_weights=[0.8])
+
+# Generate
+prompt = "a stylish jacket with linen texture, fashion photography"
+negative_prompt = "blurry, low quality, distorted"
+
+image = pipe(
+    prompt,
+    negative_prompt=negative_prompt,
+    num_inference_steps=40,
+    guidance_scale=8.0
+).images[0]
+
+image.save("styled_garment.png")
+```
+
+### Using with Virtual Try-On Pipeline
+
+```python
+from diffusers import StableDiffusionXLInpaintPipeline
+import torch
+
+# Load inpainting pipeline for try-on
+pipe = StableDiffusionXLInpaintPipeline.from_pretrained(
+    "stabilityai/stable-diffusion-xl-base-1.0",
+    torch_dtype=torch.float16
+).to("cuda")
+
+# Load LoRA
+pipe.load_lora_weights("zyuzuguldu/vton-lora-linen")
+
+# Apply texture to masked garment area
+result = pipe(
+    prompt="garment with linen fabric",
+    image=original_image,
+    mask_image=garment_mask,
+    num_inference_steps=30
+).images[0]
+```
+
+## 📊 Training Details
+
+### Training Data
+
+- **Dataset**: [lora-garment-textures](https://huggingface.co/datasets/zyuzuguldu/lora-garment-textures)
+- **Category**: Linen
+- **Images**: High-resolution linen fabric texture samples
+- **Resolution**: Variable (resized to 1024x1024 for training)
+
+### Training Configuration
+
+- **Base Model**: Stable Diffusion XL 1.0
+- **LoRA Rank**: 15
+- **Training Framework**: Diffusers + PEFT
+- **Optimizer**: AdamW
+- **Training Steps**: ~2000-8000 (varied by category)
+- **Hardware**: GPU-accelerated training
+
+### Hyperparameters
+
+```yaml
+learning_rate: 1e-4
+lora_rank: 15
+lora_alpha: 15
+batch_size: 4
+resolution: 1024x1024
+mixed_precision: fp16
+gradient_accumulation_steps: 4
+```
+
+## 📁 Model Files
+
+- **pytorch_lora_weights.safetensors** (3.1 MB): Main LoRA weights in SafeTensors format
+
+## 🎨 Prompt Engineering Tips
+
+### Recommended Prompts
+
+```
+"a garment with linen fabric texture, high quality, detailed"
+"stylish clothing made of linen material, professional photography"
+"fashion design with linen texture, studio lighting"
+"linen fabric garment, detailed texture, 4k quality"
+```
+
+### Negative Prompts
+
+```
+"blurry, low quality, distorted, unrealistic, artificial"
+"pixelated, noisy, artifacts, bad texture"
+```
+
+### Tips
+
+1. **Texture Keywords**: Include words like "fabric", "texture", "material" for best results
+2. **Quality Modifiers**: Add "high quality", "detailed", "4k" for better outputs
+3. **LoRA Weight**: Adjust between 0.6-1.0 for strength control
+4. **Inference Steps**: Use 30-50 steps for balanced quality/speed
+5. **Guidance Scale**: 7.0-8.5 works well for most prompts
+
+## ⚖️ Limitations and Bias
+
+### Limitations
+
+- Optimized specifically for linen textures
+- May not generalize well to other fabric types
+- Requires SDXL base model for best results
+- Performance depends on prompt quality
+
+### Potential Biases
+
+- Training data may reflect specific regional or cultural fabric styles
+- May perform better on certain garment types seen during training
+
+## 📝 License
+
+This model is released under the **Apache 2.0 License**.
+
+- Free for commercial and non-commercial use
+- Requires attribution to the original authors
+- No warranty provided
+
+## 🔗 Related Resources
+
+### Models
+- **Base Model**: [stabilityai/stable-diffusion-xl-base-1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0)
+- **Other Textures**: [vton-lora-denim](https://huggingface.co/zyuzuguldu/vton-lora-denim), [vton-lora-linen](https://huggingface.co/zyuzuguldu/vton-lora-linen)
+- **Segmentation Model**: [garment-segmentation-unet-resnet50](https://huggingface.co/zyuzuguldu/garment-segmentation-unet-resnet50)
+
+### Datasets
+- **Training Data**: [lora-garment-textures](https://huggingface.co/datasets/zyuzuguldu/lora-garment-textures)
+- **Masks Dataset**: [deepfashion2-upper-body-masks](https://huggingface.co/datasets/zyuzuguldu/deepfashion2-upper-body-masks)
+
+### Demos
+- **Try It Out**: [garment-segmentation](https://huggingface.co/spaces/zyuzuguldu/garment-segmentation)
+
+## 📚 Citation
+
+If you use this model in your research or project, please cite:
+
+```bibtex
+@misc{vton_lora_linen,
+  author = {zyuzuguldu},
+  title = {Virtual Try-On LoRA: Linen},
+  year = {2026},
+  publisher = {Hugging Face},
+  howpublished = {\url{https://huggingface.co/zyuzuguldu/vton-lora-linen}}
+}
+```
+
+## 🤝 Contributing
+
+Found an issue or want to improve the model? Feel free to reach out or open a discussion!
+
+## 👨‍💻 Maintainer
+
+Created and maintained by [@zyuzuguldu](https://huggingface.co/zyuzuguldu)
+
+---
+
+**Part of the Virtual Try-On Project**
+
+Repository: [Virtual-Try-On](https://github.com/zyuzuguldu/Virtual-Try-On)
+
+**Made with ❤️ for the fashion-tech and AI community**
--- a/tests/enrich_hf_validation/baselines/report.json
+++ b/tests/enrich_hf_validation/baselines/report.json
--- a/tests/enrich_hf_validation/config.py
+++ b/tests/enrich_hf_validation/config.py
@@ -17,8 +17,8 @@ logger = logging.getLogger(__name__)
 # Default paths
 # ---------------------------------------------------------------------------

-_DEFAULT_MODELS_FILE = os.path.expanduser(
-    "~/Documents/hf_lora_models_with_safetensors.txt"
+_DEFAULT_MODELS_FILE = os.path.join(
+    os.path.dirname(__file__), "test_data", "hf_lora_models_with_safetensors.txt"
 )
 _DEFAULT_SETTINGS_PATH = os.path.expanduser(
    "~/.config/ComfyUI-LoRA-Manager/settings.json"
--- a/tests/enrich_hf_validation/run_validation.py
+++ b/tests/enrich_hf_validation/run_validation.py
@@ -87,7 +87,7 @@ def _parse_args(argv: List[str]) -> argparse.Namespace:
    )
    parser.add_argument(
        "--models",
-        default="~/Documents/hf_lora_models_with_safetensors.txt",
+        default=os.path.join(os.path.dirname(__file__), "test_data", "hf_lora_models_with_safetensors.txt"),
        help="Path to the HF repo entries file (format: repo_id, model_name.safetensors per line)",
    )
    parser.add_argument(
--- a/tests/enrich_hf_validation/test_data/hf_lora_models_with_safetensors.txt
+++ b/tests/enrich_hf_validation/test_data/hf_lora_models_with_safetensors.txt
@@ -0,0 +1,44 @@
+k2styles/krea-2-cobalt-sky-anime-lora, cobalt-sky-anime.safetensors
+k2styles/krea-2-azure-gouache-daylight-lora, azure-gouache-daylight.safetensors
+TheDivergentAI/krea2-turbo-distill-lora, krea2_turbo_distill_r128.safetensors
+DeverStyle/Krea2-Loras, n0t_f4l_000001000.safetensors
+Komorebi1995/krea2-raw-jpaf-celpaint-lora, krea2_raw_jpaf_celpaint_full_v1.safetensors
+artificialguybr/pixelartredmond-1-5v-pixel-art-loras-for-sd-1-5, PixelArtRedmond15V-PixelArt-PIXARFK.safetensors
+Shakker-Labs/FLUX.1-dev-LoRA-Logo-Design, FLUX-dev-lora-Logo-Design.safetensors
+glif-loradex-trainer/bingbangboom_flux_surf, flux_surf_000001500.safetensors
+prithivMLmods/Ton618-Epic-Realism-Flux-LoRA, Epic-Realism-Unpruned.safetensors
+prithivMLmods/Fashion-Hut-Modeling-LoRA, Fashion-Modeling.safetensors
+prithivMLmods/Retro-Pixel-Flux-LoRA, Retro-Pixel.safetensors
+D1-3105/HiDream-E1-Full_lora, HiDream-E1-Full.safetensors
+renderartist/Classic-Painting-Z-Image-Turbo-LoRA, Classic_Painting_Z_Image_Turbo_v1_renderartist_1750.safetensors
+DeverStyle/Z-Image-loras, z_image_archer_style.safetensors
+deadman44/Z-Image_LoRA, lora_zimage_turbo_myjs_alpha01.safetensors
+zyuzuguldu/vton-lora-linen, pytorch_lora_weights.safetensors
+svntax-dev/pixel_spritesheet_4walk_small_lora_v1, pixel_4walk_small_flux2_klein_base_4b_v1_000002750.safetensors
+Haruka041/z-image-anime-lora, sk_anime_style_v1.0.safetensors
+systms/SYSTMS-INFL8-LoRA-Wan22, SYSTMS_INFL8_LORA_WAN22_low_noise.safetensors
+crafiq/flux-2-klein-9b-360-panorama-lora, flux-2-klein-9b-360-panorama-lora.safetensors
+Leon1000/pixel_spritesheet_4walk_small_lora_v1, pixel_4walk_small_flux2_klein_base_4b_v1_000002750.safetensors
+Muapi/pov-missionary-legs-together-lora, pov-missionary-legs-together-lora.safetensors
+ostris/ideogram_4_unconditional_lora, ideogram_4_unconditional_lora_r16.safetensors
+ilkerzgi/krea-2-bleached-surreal-uncanny-lora, bleached-surreal-uncanny-comfy.safetensors
+ilkerzgi/krea-2-azure-surreal-collage-lora, azure-surreal-collage-comfy.safetensors
+ilkerzgi/krea-2-airy-gouache-minimalist-lora, airy-gouache-minimalist-comfy.safetensors
+k2styles/krea-2-airy-watercolor-chibi-lora, airy-watercolor-chibi.safetensors
+TakeAswing/sdxl-lora-lofi, pytorch_lora_weights.safetensors
+heville/anna-lora-krea2, pytorch_lora_weights.safetensors
+Brioch/krea2_loras, mashap_ohwx_woman_krea2.safetensors
+hr16/Miwano-Rag-LoRA, Miwano-Rag-epoch10.lora.safetensors
+ikuseiso/Personal_Lora_collections, vergil_devil_may_cry.safetensors
+Tanger/LoraByTanger, (v4)layila-000005.safetensors
+DS-Archive/ds-LoRA, dsharu-v2_lc.safetensors
+soknife/loras, irys-regular-subject-more.safetensors
+prompthero/openjourney-lora, openjourneyLora.safetensors
+Banano/banchan-lora, Bananochan-PonySDXL-v2.safetensors
+Maisman/No-Game-NoLife-LoRAs, ShiroNGNL2_Lora.safetensors
+EarthnDusk/Gambit_Xmen_Anime_Lora_V1.1, RemyLebeau.safetensors
+EarthnDusk/DuskfallArt_LoRa, DuskfallArt.safetensors
+gaoxiao/pokemon-lora, pytorch_lora_weights.safetensors
+wtcherr/sd-unsplash_10k_canny-model-control-lora, diffusion_pytorch_model.safetensors
+wtcherr/sd-unsplash_10k_blur_rand_KS-model-control-lora, diffusion_pytorch_model.safetensors
+samurai-architects/lora-starbucks, starbucks_interior.safetensors