Add synthetic, vision, and anomaly reproduction code, figures, and re… - #4
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alikayyam wants to merge 1 commit into
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Add synthetic, vision, and anomaly reproduction code, figures, and re…#4alikayyam wants to merge 1 commit into
alikayyam wants to merge 1 commit into
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…sults Reproduce paper Tables 1-2 across the six QKV projection-sharing variants (QKV, Q=K!=V, (Q=K!=V)+, Q!=K=V, Q=K=V, (Q=K=V)+), sharing one attention implementation (SharedProjAttention) across all experiments: - synthetic_tasks.py: 5 synthetic tasks (REVERSE/SORT/SUB/SWAP/COPY), full config sweep + 2D positional-injection variants (Table 1) - vision_tasks.py: ViT classification (MNIST/FMNIST/CIFAR-10/100) + TinyImageNet (large ViT, mixed precision) - anomaly_tasks.py: set anomaly detection with frozen ResNet34 features - synthetic_loss_curves.py, attention_maps.py: appendix figures - writeups + merged result tables (synthetic/vision/anomaly) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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…sults
Reproduce paper Tables 1-2 across the six QKV projection-sharing variants (QKV, Q=K!=V, (Q=K!=V)+, Q!=K=V, Q=K=V, (Q=K=V)+), sharing one attention implementation (SharedProjAttention) across all experiments: