fix(agent): call _format_base_models via self. to prevent NameError

The bare call inside _build_prompt_context would raise NameError because class methods don't close over class-level scope. Use instead to trigger attribute lookup. Update enrich_hf_metadata prompt.md clue locations for better LLM accuracy. Update baseline report to v2 (mean 69.0, 46 models, +2.2pp vs baseline 71.1%). Consolidate README snapshots into baselines/readmes/.
2026-07-06 01:11:17 -03:00 · 2026-07-06 00:10:30 +08:00
parent 13ed898b6b
commit d0e8938039
6 changed files with 1120 additions and 860 deletions
--- a/tests/enrich_hf_validation/baselines/readmes/prithivMLmods__Flux-Long-Toon-LoRA.md
+++ b/tests/enrich_hf_validation/baselines/readmes/prithivMLmods__Flux-Long-Toon-LoRA.md
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+---
+tags:
+- text-to-image
+- lora
+- diffusers
+- template:diffusion-lora
+- Long-Toons
+- 3D
+- Toon
+widget:
+- text: >-
+    Long toons, a close-up of a cartoon characters face is featured in a vibrant
+    red backdrop. The characters head is adorned with a gray hoodie, a red
+    t-shirt, and a pair of pink earbuds. His eyes, a nose, and mustache are
+    adorned with tiny white dots, adding a pop of color to the scene. His hair
+    is a mix of black and gray, while his ears are a darker shade of pink.
+  output:
+    url: images/LT4.png
+- text: >-
+    Long toons, Super Detail, a close-up shot of a womans head and shoulders is
+    seen against a vibrant red backdrop. The womans face is adorned with a white
+    face, adorned with blue eyes, and her brown hair cascades over her
+    shoulders. She is wearing a red turtleneck, with a ribbed collar. Her lips
+    are painted a vibrant shade of red, adding a pop of color to her face. Her
+    eyebrows are a darker shade of blue, addinga depth to the composition.
+  output:
+    url: images/LT5.png
+- text: >-
+    Long Toons, Cat 4K
+    ........................................................................................................................................................................................
+  output:
+    url: images/LT6.png
+- text: >-
+    Long toons, a close-up portrait of a soccer player is depicted. The players
+    uniform is a light blue and white striped jersey with the Adidas logo on the
+    left side of the chest. The jersey also has three stars and the letters
+    "AFA" on the right side. His hair is styled in a mohawk, adding a pop of
+    color to his face. The background is blurred, suggesting a sports field.
+  output:
+    url: images/LT1.png
+- text: >-
+    Long toons, Captured at eye-level, a close-up shot of a black-haired doll
+    with dreadlocks stands in front of a blurred backdrop of a cityscape. The
+    dolls head is facing the viewer, and its eyes are squinted with black
+    eyebrows and black eyes, and the dolls mouth is slightly open, as if it is
+    frowning. His eyes are a piercing blue, and he is wearing a black hoodie
+    with a white design on the front, adding a pop of color to the scene. The
+    background is a mix of red and black, creating a vibrant contrast to the
+    doll.
+  output:
+    url: images/LT2.png
+- text: >-
+    Long toons, Captured at eye-level on a sunny day, a mario figurine rests on
+    a sandy beach. The figurine, dressed in a red cap, a red shirt, and blue
+    overalls, is adorned with a yellow button. His hands are covered in white
+    gloves, adding a touch of warmth to the scene. In the distance, a body of
+    water can be seen, dotted with white clouds. The sky is a deep blue, with a
+    few wispy white clouds streaming across it.
+  output:
+    url: images/LT3.png
+base_model: black-forest-labs/FLUX.1-dev
+instance_prompt: Long toons
+license: creativeml-openrail-m
+---
+# Flux-Long-Toon-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/Flux-Long-Toon-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 & 3270 |
+| Epoch                     | 18    | Save Every N Epochs       | 1     |
+
+    Labeling: florence2-en(natural language & English)
+    
+    Total Images Used for Training : 15
+
+## Best Dimensions
+
+- 768 x 1024 (Best)
+- 1024 x 1024 (Default)
+    
+## Setting Up
+```python
+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/Flux-Long-Toon-LoRA"
+trigger_word = "Long toons"  
+pipe.load_lora_weights(lora_repo)
+
+device = torch.device("cuda")
+pipe.to(device)
+```
+## Trigger words
+
+You should use `Long toons` to trigger the image generation.
+
+## Download model
+
+Weights for this model are available in Safetensors format.
+
+[Download](/prithivMLmods/Flux-Long-Toon-LoRA/tree/main) them in the Files & versions tab.