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
- [XPU] Add Support for Kimi-K3 and Kimi-Linear Models
- Fix GLM-4.1V vision TP fallback for non-divisible attention heads
- Fix Humming W4 packing for dense INT4 weights
- perf(structured-output): cache Guidance grammar serialization
- [Bug]: NIXL poll leaves transfers inflight when check_xfer_state raises
- [Bugfix] Carry positions through ubatch metadata slicing for DBO
- [Bug]: VLLM_MARLIN_INPUT_DTYPE=fp8 (Marlin W4A8-FP8) silently corrupts output on GB10/sm_121a — WNA16 INT4 MoE emits repeated </think> loop at temp 0 (kernel runs ~2.5% faster)
- [Core] Improve compile_sizes cudagraph padding error message
- [Model] Add Eagle3 support for Gemma3
- [EPLB] Add expert backup region and descriptor primitives
- Docs
- Python not yet supported