Qwen3 5 mtp final 2#326
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- ascend_cudagraph.py: multi-token decode graph mode support (4-tuple graph key with query_len, actual_seq_lengths_q buffers) - device/__init__.py: add patch_attention_is_tp (draft model TP), patch_ray_init (NPU Ray resource), MTP multi-token paths in GatedDelta conv1d and sigmoid_gating update kernels Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move the Ascend-specific graph alignment, state replay, and sampling fallback into dlinfer so multi-token speculative decode stays stable without expanding lmdeploy core runtime changes. Made-with: Cursor
Snapshot only the active state-cache rows during speculative replay so Ascend no longer clones the full state pool for rejection recovery. Made-with: Cursor
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