Update README - Run 20251012_181608

README.md

@@ -21,7 +21,7 @@ model-index:
       type: imagenet-1k
     metrics:
     - type: accuracy
-      value: 84.66
+      value: 83.66
 ---
 
 # David: Multi-Scale Crystal Classifier
@@ -51,19 +51,19 @@ as class prototypes with role-weighted similarity computation (Rose Loss).
 ## Performance
 
 ### Best Results
-- **Validation Accuracy**: 84.66%
-- **Best Epoch**: 9
-- **Final Train Accuracy**: 95.10%
+- **Validation Accuracy**: 83.66%
+- **Best Epoch**: 0
+- **Final Train Accuracy**: 82.11%
 
 ### Per-Scale Performance
-- **Scale 384**: 84.75%
-- **Scale 512**: 84.75%
-- **Scale 768**: 84.66%
-- **Scale 1024**: 84.38%
-- **Scale 1280**: 84.36%
-- **Scale 1536**: 84.26%
-- **Scale 1792**: 84.24%
-- **Scale 2048**: 84.26%
+- **Scale 384**: 83.27%
+- **Scale 512**: 83.31%
+- **Scale 768**: 83.59%
+- **Scale 1024**: 83.50%
+- **Scale 1280**: 83.66%
+- **Scale 1536**: 83.51%
+- **Scale 1792**: 83.40%
+- **Scale 2048**: 83.60%
 
 
 ## Usage
@@ -81,18 +81,18 @@ AbstractPhil/gated-david/
 ├── best_model.json                   # Latest best model info
 ├── weights/
 │   └── david_clip_vit_bigg14/
-│       └── 20251012_161107/
+│       └── 20251012_181608/
 │           ├── MODEL_SUMMARY.txt     # 🎯 Human-readable performance summary
 │           ├── training_history.json # 📈 Epoch-by-epoch training curve
-│           ├── best_model_acc84.66.safetensors  # ⭐ Accuracy in filename!
-│           ├── best_model_acc84.66_metadata.json
+│           ├── best_model_acc83.66.safetensors  # ⭐ Accuracy in filename!
+│           ├── best_model_acc83.66_metadata.json
 │           ├── final_model.safetensors
 │           ├── checkpoint_epoch_X_accYY.YY.safetensors
 │           ├── david_config.json
 │           └── train_config.json
 └── runs/
     └── david_clip_vit_bigg14/
-        └── 20251012_161107/
+        └── 20251012_181608/
             └── events.out.tfevents.* # TensorBoard logs
 ```
 
@@ -106,8 +106,8 @@ from huggingface_hub import hf_hub_download
 
 # Specify model variant and run
 model_name = "david_clip_vit_bigg14"
-run_id = "20251012_161107"
-accuracy = "84.66"  # From MODELS_INDEX.json
+run_id = "20251012_181608"
+accuracy = "83.66"  # From MODELS_INDEX.json
 
 # Download config
 config_path = hf_hub_download(
@@ -198,7 +198,7 @@ score = w_anchor * sim(z, anchor) + w_need * sim(z, need) + ...
   author = {AbstractPhil},
   year = {2025},
   url = {https://huggingface.co/AbstractPhil/gated-david},
-  note = {Run ID: 20251012_161107}
+  note = {Run ID: 20251012_181608}
 }
 ```
 
@@ -213,4 +213,4 @@ Special thanks to Claude (Anthropic) for debugging assistance.
 
 ---
 
-*Generated on 2025-10-12 16:46:38*
+*Generated on 2025-10-12 18:19:44*