vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [Bugfix] Fix MiniMax M3 index_topk kernel for non-power-of-2 num_idx_heads (#49157)
- [Refactor][Model Loader] Unify the weight loading lifecycle
- [Bug Fix] DiffusionGemma get different outputs compared with transformers version (mismatch sliding window attention)
- [Bug]: Qwen3.6-35B-A3B (GDN hybrid) intermittently livelocks under load on GB10/SM121 — GPU 96% util, 0 tok/s, no crash, no Xid
- [Hardware][XPU] Register matmul and linear batch-invariant kernels for XPU
- [Bug]: Engine core livelock (100% CPU, no crash) with MTP speculative decoding + xgrammar structured outputs - regression from v0.24.0
- [BugFix] Dense multinode DP rescope with regression test
- [Bug]: Speculative decoding with a hybrid draft model (LFM2/LFM2.5 short_conv) fails — drafter requires all draft layers in one KV cache group
- [Bugfix] Recover DSML tool calls when the start wrapper token is missing
- [Perf] Shape-adaptive tile config for batch-invariant matmul on SM80
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