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
- [Bugfix] Fix scheduling deadlock in _mamba_block_aligned_split with large multimodal inputs
- [ModelRunner V2] Speculative Decoding NGram GPU Implementations
- Enable TurboQuant for GPT-OSS
- [Bugfix] Fix Triton MLA decode when Lk > Lv (split c_kv / k_pe cache)
- [RFC][vLLM IR]: Batch Invariance Dispatching in vLLM IR
- Make v1 KV cache initialization messages device-neutral
- [vLLM IR] Port mul_and_silu to IR op
- [Bugfix] Fix incorrect GPU KV cache size log for hybrid models (Qwen3.5)
- Replace xformers FMHA imports with mslk package
- Pr 39921
- Docs
- Python not yet supported