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
- [Draft] Simplify encoder cuda graph implementation
- [Perf][Hybrid] 3D-grid tiling of the state-copy Triton kernels
- [chore] log process manager shutdown with more details
- [Bugfix][Core] Prevent streaming session deadlock under KV pressure
- Fix speculative drafter access on non-final pipeline parallel ranks
- Fix PP sampled token broadcast for speculative decoding
- [Misc] Enable test_silu_mul_fp8_quant_deep_gemm on XPU
- [Feature]: Re-enable `TRITON_UNFUSED` MXFP4 MOE backend
- [CPU] Add MLA backend so DeepSeek-V2/V3 can run on CPU
- Hardware-agnostic model definition via HF transformer backend (1/N)
- Docs
- Python not yet supported