cijlabs
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| #!/usr/bin/env python3 | |
| """ | |
| ABIS-Quant: Expert Weight Sensitivity Analysis | |
| ================================================ | |
| Analyzes per-expert weight statistics to determine quantization sensitivity. | |
| Streams tensors directly from HuggingFace — no local model copy needed. | |
| Outputs expert_precision_map.json with real per-expert precision assignments. | |
| Metrics per expert: |