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| Detail | Value |
|---|---|
| Method | FP8 W8A8, dynamic activation |
| Scale block size | 128×128 |
| Model size | 36 GB (vs 67 GB BF16) |
| Excluded from quantization | Embeddings, lm_head, conv1d, MoE gates, shared expert gates, linear attention projections |
1vllm serve Li101/Qwen3.5-35B-A3B-Uncensored-Aggressive-FP8 \
2 --kv-cache-dtype fp8 \
3 --reasoning-parser qwen3 \
4 --enable-auto-tool-choice \
5 --tool-call-parser qwen3_coder