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
- fix(entrypoints): migrate Responses API validation errors to VLLMValidationError
- Docs/output token control sampling params
- Fix UVA fallback for environments without pinned memory support (e.g. WSL2)
- [Bugfix] Strip Gemma4 trailing sentinels regardless of order
- [Performance]: On RDNA, hybrid-Mamba models fall back to Triton paged attention and decode collapses at long context
- [Performance][ROCm]: Fused bf16→fp32 router GEMM falls back to a standalone copy kernel on ROCm
- [Bugfix] Fix speculative decoding for short_conv (LFM2) models
- Fix Qwen Omni timing for presampled videos
- [Kernel] Fuse strided GDN RMSNorm gating on SM103
- [Bugfix][Spec Decode] Make EAGLE weight sharing TP-consistent
- Docs
- Python not yet supported