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
- [Performance][MLA] Use FP16 logits for sparse indexer
- [Bugfix][Parser] Recover DeepSeek V4 tool calls with malformed DSML wrappers
- [Bugfix] Reload speculative draft weights after Level 2 sleep wake
- [Bugfix] Muse Glimmer: apply structured outputs to the to=user answer
- [Kernel][Model] Add manual CUDA RoPE KV-cache fusion for Llama
- [Feature][ROCm] Enable gfx1030 (RDNA2) as a recognized RDNA arch
- [Attention] Move GDN common metadata compute out of per-group build
- [Metrics] Add operation label to Prometheus latency histograms
- [Quantization] Clarify MXFP4 MoE W13 layout requirement from backends
- [Bugfix] Handle persistent top-k candidate overflow
- Docs
- Python not yet supported