Update README - Run 20251013_004438

README.md

@@ -21,7 +21,7 @@ model-index:
       type: imagenet-1k
     metrics:
     - type: accuracy
-      value: 62.92
+      value: 62.94
 ---
 
 # 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**: 62.92%
-- **Best Epoch**: 8
-- **Final Train Accuracy**: 60.87%
+- **Validation Accuracy**: 62.94%
+- **Best Epoch**: 9
+- **Final Train Accuracy**: 61.07%
 
 ### Per-Scale Performance
-- **Scale 128**: 62.92%
-- **Scale 256**: 71.04%
-- **Scale 384**: 73.38%
-- **Scale 448**: 74.21%
-- **Scale 512**: 74.59%
-- **Scale 576**: 75.03%
+- **Scale 128**: 62.94%
+- **Scale 256**: 71.08%
+- **Scale 384**: 73.44%
+- **Scale 448**: 74.29%
+- **Scale 512**: 74.61%
+- **Scale 576**: 75.04%
 - **Scale 640**: 75.18%
-- **Scale 768**: 75.57%
-- **Scale 896**: 75.86%
+- **Scale 768**: 75.58%
+- **Scale 896**: 75.90%
 
 
 ## 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_acc62.92.safetensors  # ⭐ Accuracy in filename!
-│           ├── best_model_acc62.92_metadata.json
+│           ├── best_model_acc62.94.safetensors  # ⭐ Accuracy in filename!
+│           ├── best_model_acc62.94_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 = "62.92"  # From MODELS_INDEX.json
+accuracy = "62.94"  # 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 01:28:13*
+*Generated on 2025-10-13 01:33:02*