Upload folder using huggingface_hub

.gitattributes

@@ -1,38 +1,5 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
+# Track safetensors with git-lfs for HF model repos
 *.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
 validation/images/dark/dark_01.png filter=lfs diff=lfs merge=lfs -text
 validation/images/dark/dark_02.png filter=lfs diff=lfs merge=lfs -text
 validation/images/dark/dark_03.png filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,10 @@
+# Ignore generated thumbnails
+validation/thumbs/
+
+# Python artifacts
+__pycache__/
+*.pyc
+
+# virtualenv
+venv/
+.env

README.md

@@ -288,13 +288,10 @@ Below is a compact thumbnail-based preview of a subset of the published validati
 
 <!-- BEGIN VALIDATION GRID (generated) -->
 
-```markdown
-
-# Validation set  visual grid
+# Validation set — visual grid
 
 A compact birds-eye preview. Columns: modern | painterly | retro | moe | flat | dark
 
-
 | Scene | Modern | Painterly | Retro | Moe | Flat | Dark |
 |---|---|---|---|---|---|---|
 | `scene133_fey_crossing_footbridge_retro_00001_.png` |  |  | <a href="validation/images/retro/retro_02.png"><img src="validation/thumbs/retro_02.png" alt="retro_02.png" style="width:150px;height:auto;margin:2px;"/></a> |  |  |  |
@@ -310,6 +307,8 @@ A compact birds-eye preview. Columns: modern | painterly | retro | moe | flat |
 | `scene99_town_square_clock_rain_flat_00001_.png` |  |  |  |  | <a href="validation/images/flat/flat_19.png"><img src="validation/thumbs/flat_19.png" alt="flat_19.png" style="width:150px;height:auto;margin:2px;"/></a> |  |
 | `scene99_town_square_clock_rain_modern_00001_.png` | <a href="validation/images/modern/modern_20.png"><img src="validation/thumbs/modern_20.png" alt="modern_20.png" style="width:150px;height:auto;margin:2px;"/></a> |  |  |  |  |  |
 
-```
-
 <!-- END VALIDATION GRID -->
+
+### Note about thumbnails and deployment
+
+Thumbnails are provided only for the convenience of the model README/gallery and are optional. When you publish the model to Hugging Face you may omit `validation/thumbs/` (it's listed in `.gitignore`) — the important artifacts for deployment are `model.safetensors` and `config.json` (and `inference.py` if you want a runnable CLI). Typical deployments will only fetch the model weights and config; README/gallery images are not required for inference and can be excluded from the model archive to keep downloads small.