Update README - Run 20251013_004438

README.md

@@ -21,7 +21,7 @@ model-index:
       type: imagenet-1k
     metrics:
     - type: accuracy
-      value: 58.40
+      value: 60.19
 ---
 
 # David: Multi-Scale Feature Classifier
@@ -55,20 +55,20 @@ exist simultaneously in the same shared space with the correct checks and spacin
 ## Performance
 
 ### Best Results
-- **Validation Accuracy**: 58.40%
-- **Best Epoch**: 0
-- **Final Train Accuracy**: 51.66%
+- **Validation Accuracy**: 60.19%
+- **Best Epoch**: 1
+- **Final Train Accuracy**: 56.82%
 
 ### Per-Scale Performance
-- **Scale 128**: 58.40%
-- **Scale 256**: 67.03%
-- **Scale 384**: 69.55%
-- **Scale 448**: 70.34%
-- **Scale 512**: 70.84%
-- **Scale 576**: 71.29%
-- **Scale 640**: 71.60%
-- **Scale 768**: 72.03%
-- **Scale 896**: 72.25%
+- **Scale 128**: 60.19%
+- **Scale 256**: 68.57%
+- **Scale 384**: 71.02%
+- **Scale 448**: 71.97%
+- **Scale 512**: 72.43%
+- **Scale 576**: 72.70%
+- **Scale 640**: 73.10%
+- **Scale 768**: 73.38%
+- **Scale 896**: 73.87%
 
 
 ## Usage
@@ -89,8 +89,8 @@ AbstractPhil/david-shared-space/
 │       └── 20251013_004438/
 │           ├── MODEL_SUMMARY.txt     # 🎯 Human-readable performance summary
 │           ├── training_history.json # 📈 Epoch-by-epoch training curve
-│           ├── best_model_acc58.40.safetensors  # ⭐ Accuracy in filename!
-│           ├── best_model_acc58.40_metadata.json
+│           ├── best_model_acc60.19.safetensors  # ⭐ Accuracy in filename!
+│           ├── best_model_acc60.19_metadata.json
 │           ├── final_model.safetensors
 │           ├── checkpoint_epoch_X_accYY.YY.safetensors
 │           ├── david_config.json
@@ -112,7 +112,7 @@ from huggingface_hub import hf_hub_download
 # Specify model variant and run
 model_name = "david_gated_expert_team"
 run_id = "20251013_004438"
-accuracy = "58.40"  # From MODELS_INDEX.json
+accuracy = "60.19"  # From MODELS_INDEX.json
 
 # Download config
 config_path = hf_hub_download(
@@ -221,4 +221,4 @@ Special thanks to Claude (Anthropic) for debugging assistance.
 
 ---
 
-*Generated on 2025-10-13 00:49:36*
+*Generated on 2025-10-13 00:54:25*