Replace the MTP shard with runtime-aware AWQ calibration from SWE-chat code-generation activations. The 24-session SGLang evaluation improved aggregate throughput by 3.97%.
Model card: link Chinese documentation on ModelScope
Restores the base model's sampling defaults so serving engines with model-based sampling defaults apply top_p=0.95 when clients omit it. Fixes intermittent thinking-mode repetition loops / empty content reported in sgl-project/sglang#29512.