vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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Help out
- Issues
- [Bugfix][KV Offload] Reclaim `/dev/shm` region leak on SIGKILL
- [Frontend] Add reusable TP1 initialized-engine snapshots
- [Performance] DP8 vs TP8 for single-KV-head MLA: 7.7x KV, 3.4x faster 1M TTFT at c=8 (DeepSeek-V4-Flash-0731, 8x B200, vLLM v0.25.0)
- [BugFix][Core] free_blocks: restore prepend (LIFO) reuse order when prefix caching is off
- [Performance] MiniMax-M3-NVFP4 on 8x B200, first numbers after the #48929 correctness fix: 1M real-prose envelope, EAGLE3 2.1-2.3x decode
- [Bugfix][Parser] Stream Inkling plain-text answers incrementally
- [CI] Upgrade huggingface-hub to 1.27.0
- [Perf] Keep staged writes in NumPy chunks
- [Bugfix][Mooncake] Save exact Mamba boundary states
- [BugFix][Mooncake] Fix Mooncake saves from sparse Mamba block tables
- Docs
- Python not yet supported