| { | |
| "module_name": "adaptive_compressor", | |
| "class_name": "AdaptiveTransformerCompressor", | |
| "category": "compression", | |
| "family": "compression", | |
| "params": [ | |
| "model", | |
| "energy_threshold", | |
| "min_rank", | |
| "target_modules" | |
| ], | |
| "ops": [ | |
| "linear", | |
| "matmul", | |
| "norm", | |
| "softmax" | |
| ], | |
| "docstring": "Adaptive Transformer Compressor.\n\nCompresses nn.MultiheadAttention and nn.Linear layers using singular energy thresholding:\n sum_{i=1}^r sigma_i^2 / sum_j sigma_j^2 >= energy_threshold\nwith symmetric square-root singular value allocation:\n U_factor = U_r * sqrt(Sigma_r), V_factor = sqrt(Sigma_r) * V_r^T.", | |
| "rank": 16, | |
| "d_state": 1, | |
| "num_experts": 1, | |
| "top_k": 1, | |
| "sparsity_pct": 0.0, | |
| "bits": 4, | |
| "hash_val": 207956569950425828302497640380674477602 | |
| } |
Xet Storage Details
- Size:
- 800 Bytes
- Xet hash:
- 695e939cc5f8b163f6842f63c885988f74cea9b89c6884336e84f3a76b7c0de2
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