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
- [XPU][Quantization] Support asymmetric (sym=false) GPTQ int4 linear layers on XPU
- [Bugfix] Reject prompts that cannot be scheduled without chunked prefill
- [Bugfix] Apply the missing prefill decay step in lightning attention
- [Bugfix][Model] Preserve MiDashengLM's untied decoder default
- [Core][Scheduler] Context-aware long prefill chunking
- [Feature][DSv4.1][NIXL] Enable PCP Prefill with NIXL P/D
- [Simulator] Add vLLM Simulator for hardware-aware serving simulation on CPU
- [Metrics] Preserve fractional counter values in snapshots
- [Bugfix][Metrics] Clean up live gauges in spawned API workers
- [Bugfix][Multimodal] Return 400 for file URLs that do not point to a file
- Docs
- Python not yet supported