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).

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.