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
- [Bugfix][Spec Decode] Reuse saved Mamba prompt tails with MTP
- [Bugfix][Benchmarks] Drain active multi-turn conversations
- [Bugfix][ROCm] Order custom all-reduce start barrier
- [Feature] Return the final prompt hidden state from generation
- [Model][DSv4.1] Add shared host Engram lookup for SP token owners
- [XPU] Implement stateless_init_device_torch_dist_pg for XPU
- [Bugfix][PP][Spec Decode] MiniMax-M3 EAGLE3 aux-state relay at PP > 1 and per-stage FlashInfer autotune
- [ROCm][Perf] W4A16: speed up skinny GEMM decode, including speculative batches
- [RFC] Model console logging configuration as CLI/serve configuration
- 【Feature】enable traced logger
- Docs
- Python not yet supported