Update README - Run 20251012_161107

README.md

@@ -21,7 +21,7 @@ model-index:
       type: imagenet-1k
     metrics:
     - type: accuracy
-      value: 84.59
+      value: 84.61
 ---
 
 # David: Multi-Scale Crystal Classifier
@@ -51,19 +51,19 @@ as class prototypes with role-weighted similarity computation (Rose Loss).
 ## Performance
 
 ### Best Results
-- **Validation Accuracy**: 84.59%
-- **Best Epoch**: 6
-- **Final Train Accuracy**: 93.03%
+- **Validation Accuracy**: 84.61%
+- **Best Epoch**: 8
+- **Final Train Accuracy**: 94.68%
 
 ### Per-Scale Performance
-- **Scale 384**: 84.67%
-- **Scale 512**: 84.62%
-- **Scale 768**: 84.59%
+- **Scale 384**: 84.74%
+- **Scale 512**: 84.71%
+- **Scale 768**: 84.61%
 - **Scale 1024**: 84.37%
-- **Scale 1280**: 84.37%
-- **Scale 1536**: 84.46%
-- **Scale 1792**: 84.25%
-- **Scale 2048**: 84.36%
+- **Scale 1280**: 84.35%
+- **Scale 1536**: 84.27%
+- **Scale 1792**: 84.19%
+- **Scale 2048**: 84.29%
 
 
 ## Usage
@@ -84,8 +84,8 @@ AbstractPhil/gated-david/
 │       └── 20251012_161107/
 │           ├── MODEL_SUMMARY.txt     # 🎯 Human-readable performance summary
 │           ├── training_history.json # 📈 Epoch-by-epoch training curve
-│           ├── best_model_acc84.59.safetensors  # ⭐ Accuracy in filename!
-│           ├── best_model_acc84.59_metadata.json
+│           ├── best_model_acc84.61.safetensors  # ⭐ Accuracy in filename!
+│           ├── best_model_acc84.61_metadata.json
 │           ├── final_model.safetensors
 │           ├── checkpoint_epoch_X_accYY.YY.safetensors
 │           ├── david_config.json
@@ -107,7 +107,7 @@ from huggingface_hub import hf_hub_download
 # Specify model variant and run
 model_name = "david_clip_vit_bigg14"
 run_id = "20251012_161107"
-accuracy = "84.59"  # From MODELS_INDEX.json
+accuracy = "84.61"  # From MODELS_INDEX.json
 
 # Download config
 config_path = hf_hub_download(
@@ -213,4 +213,4 @@ Special thanks to Claude (Anthropic) for debugging assistance.
 
 ---
 
-*Generated on 2025-10-12 16:35:56*
+*Generated on 2025-10-12 16:42:37*