Update README - Run 20251012_040642

README.md

@@ -12,7 +12,7 @@ datasets:
 metrics:
 - accuracy
 model-index:
-- name: David-decoupled-deep_efficiency
+- name: David-partial_shared-deep_efficiency
   results:
   - task:
       type: image-classification
@@ -21,7 +21,7 @@ model-index:
       type: imagenet-1k
     metrics:
     - type: accuracy
-      value: 75.53
+      value: 79.49
 ---
 
 # David: Multi-Scale Crystal Classifier
@@ -32,16 +32,16 @@ as class prototypes with role-weighted similarity computation (Rose Loss).
 ## Model Details
 
 ### Architecture
-- **Preset**: high_accuracy
-- **Sharing Mode**: decoupled
+- **Preset**: clip_vit_l14
+- **Sharing Mode**: partial_shared
 - **Fusion Mode**: deep_efficiency
-- **Scales**: [256, 512, 768, 1024, 1280]
-- **Feature Dim**: 512
+- **Scales**: [384, 768, 1024, 1280]
+- **Feature Dim**: 768
 - **Parameters**: ~8.8M
 
 ### Training Configuration
 - **Dataset**: AbstractPhil/imagenet-clip-features-orderly
-- **Model Variant**: clip_vit_b16
+- **Model Variant**: clip_vit_l14
 - **Epochs**: 20
 - **Batch Size**: 1024
 - **Learning Rate**: 0.01
@@ -51,14 +51,12 @@ as class prototypes with role-weighted similarity computation (Rose Loss).
 ## Performance
 
 ### Best Results
-- **Validation Accuracy**: 75.53%
-- **Best Epoch**: 8
-- **Final Train Accuracy**: 76.21%
+- **Validation Accuracy**: 79.49%
+- **Best Epoch**: 0
+- **Final Train Accuracy**: 67.10%
 
 ### Per-Scale Performance
-- **Scale 256**: 75.53%
-- **Scale 512**: 77.55%
-- **Scale 768**: 77.80%
+- **Scale 384**: 79.49%
 
 
 ## Usage
@@ -124,7 +122,7 @@ with torch.no_grad():
 ## Architecture Overview
 
 ### Multi-Scale Processing
-David processes inputs at multiple scales (256, 512, 768, 1024, 1280), 
+David processes inputs at multiple scales (384, 768, 1024, 1280), 
 allowing it to capture both coarse and fine-grained features.
 
 ### Crystal Geometry
@@ -166,7 +164,7 @@ 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_032356}
+  note = {Run ID: 20251012_040642}
 }
 ```
 
@@ -181,4 +179,4 @@ Special thanks to Claude (Anthropic) for debugging assistance.
 
 ---
 
-*Generated on 2025-10-12 03:54:33*
+*Generated on 2025-10-12 04:09:09*