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
- [Spec Decode] NemotronH MTP: implement get_top_tokens()
- [Distributed] Route small TP all-gathers through custom_all_gather
- [ROCm][Attention] MXFP4 KV cache with native FP8 x FP4 sparse MLA attention for GLM-5.3-Flash
- [Bug fix]: Fix streaming reasoning detokenization for DeepSeek R1 (by…
- [Bugfix][Tool Parser] Emit FunctionGemma tool calls that arrive in a single streaming delta
- [ROCm] Optimize MiniMax-M3 SwiGLU activation with prefill-gated clamp…
- [Perf][MoE] Fold routed_scaling_factor into output transform weights
- [Bug]: Illegal memory access (Xid 13) with SimpleCPUOffloadConnector on Qwen3.8-Flash-Next while an async CPU→GPU prefix load is in flight / sm120
- [DOCS][Cleanup] Remove stale TODO for scaled KV cache in cp_gather_cache
- [Test] Re-enable jina-embeddings-v3 Matryoshka test on Transformers v5
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