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
- Add distributed LegoMem KV offload benchmark
- [Bugfix][DSv4] Skip zero-query-len prefill chunks in FlashMLA sparse prefill (complements #49059)
- [Docker][Rust] Add standalone Rust renderer Docker image
- [BugFix] GDN/KDA: silent recurrent-state corruption (and CUDA crash) for stale zero-accept spec rows
- docs: Add source-level docstrings for NIXL stats and metrics (issue #…
- [Kernel][ROCm] Use naive block assignment for WNA16 MoE
- [Perf] Add fused-MoE tuned configs for NVIDIA GeForce RTX 5090 (E=128, bf16, TP=1/TP=4)
- feat: Unify flashinfer utils into a single file
- [Bugfix][Frontend] Reject unsupported named tool_choice for Gemma 4
- [Perf] Sample in log space in TopKTopPSampler.forward_native, skipping the full-vocab softmax
- Docs
- Python not yet supported