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
- [Docs] Update speech-to-text preprocessing guide
- [Benchmarks] Fix inverted language filter in multi-turn ShareGPT conv…
- [Transformers backend] Support Mamba2 (SSD) layers
- [Bugfix] Don't unmap cuMem allocations freed while asleep
- [Bug]: AOT compilation cache does not track quantization kernel selection — same-version kernel switch loads stale artifact and crashes
- [Bugfix][Compile] Include resolved quantization kernel selection in AOT compile cache key
- [Kernel] Tune small-M block-FP8 Triton configs for NVIDIA L20
- [Bugfix] Batch-invariant mode: disable CUDA WNA16 MoE kernel (56887)
- [Bug]: vllm/vllm-openai:v0.30.0-cu129 crashes on import: operator torchvision::nms does not exist
- [KV Cache] Add layer-sharded MLA cache with NCCL broadcast (KVPP)
- Docs
- Python not yet supported