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
- [Performance]: Compile mode 3 degrades triton w4a16 kernel performance in few request scenarios.
- [EPLB] Add Platform Backend interface for out-of-tree devices
- [RFC]: Add an EPLB Platform Backend interface for out-of-tree accelerators
- [Bugfix] Finalize streaming requests at terminal sentinel
- fix(reasoning): force-open poolside_v1 on bare </think>
- Fix speculators dspark attribute loading
- [Model] Support MiniCPM-RobotTrack
- [Core][Kernel] Support dynamic activation scaling for ModelOpt NVFP4
- fix(kernel): restore scalar_t RMSNorm intermediate rounding boundary (#49616)
- add total start up time to the log
- Docs
- Python not yet supported