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
- [Core] FlowPrefill: adaptive sub-chunk preemption for v1 Scheduler
- fix: replace assert with proper exceptions in SamplingParams validation
- [Bug]: Qwen3.5 397B NVFP4 DEP8 mixed prefill-decode step 6x times longer than decode-only step
- [Bugfix] Replace sequential port scan with atomic port=0 in get_open_ports_list
- [Bugfix][DeepSeekV4 MTP] Pass prefix= to e_proj/h_proj in MTP draft
- [PD] Guard bidirectional KV reuse for rewritten history
- [Bug]: cc with vllm glm-5-fp8 function call error
- Fix discarded speculative rows leaking logprobs
- [Bugfix][DeepSeekV4] Add BF16 MTP O-proj fallback for unquantized draft weights
- [Bugfix][V1] triton_unified_attention: apply tile_mask in USE_TD KV load
- Docs
- Python not yet supported