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
- [Hybrid] Marconi-style admission policy for hybrid cache
- [ROCm][CI] Add uv pip compile workflow for rocm-test.txt lockfile
- [NIXL][BUG] Fix Triton heterogeneous TP
- [NIXL] Strengthen TpKVTopology validation
- [Bugfix] Restore stats logging for multi-server mode
- [Bugfix] Fix Helm chart Deployment using hardcoded labels instead of chart.labels
- [Quantization][Autoround][XPU] Add `W4A16` Support
- [OOT] Add OOT support for linear kernel.
- [Core][Frontend] Add gradient computation feature with /v1/gradients API endpoint
- [Bug]: Qwen3.5-35B-A3B compile cache miss 100% on subgraphs.
- Docs
- Python not yet supported