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
- [Perf][MoE] Add tuned Triton FusedMoE config for Gemma 4 26B-A4B on H20 (E=128,N=704)
- [Kernel] Parallelize CUTLASS FP4 expert offset scan
- Add TurboQuant variant support for triton_attn
- [ROCm] Fuse Kimi-K3 DSpark QK RoPE with the MLA cache write
- [Perf][DSv4.1] Size the long-context prefill workspaces by what a chunk can use
- [Bugfix][MiniMax-M3] Keep video timestamps with the processor cache
- [Bugfix][MiniMax-M3] Cap video frames at the encoder's per-video budget
- Fix/multibackend preferred block size
- [Security] Validate NIXL peer topology before rank expansion
- [Perf][Core][Mamba] Export prefill checkpoints at or before the initial-state column
- Docs
- Python not yet supported