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
- [Metrics][Spec Decoding] Add per-request acceptance rate Prometheus histogram
- [Bugfix][Core] Fix host memory leak from undrained new_block_ids
- [Bugfix] Fix FP8 MoE double memory allocation for non-gated models
- [Doc] Clarify profiling and benchmarking methodology
- [Model Runner V2] Support thinking_token_budget for mrv2
- [V1][Mamba] Cast copy metadata pointers to int64
- [ROCm][Compile] Fuse RMSNorm + MXFP4 quant via AITER Triton kernels (DeepSeek-R1)
- [Bug]: Gemma 4 12B is not working
- Add ColBERT embedding_mode for asymmetric query/document encoding
- [ROCm][Bugfix][Perf] enable shared expert fusion for Qwen3.5
- Docs
- Python not yet supported