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
- fix(security): add token-domain bounds check to penalty bincount kernel
- [Bugfix][Structured Output] Fix race condition in GuidanceBackend.compile_grammar
- [Test] Add fused-MoE-LoRA non-adapter neutrality regression test (refs #49063)
- Extend benchmark_moe HF MoE shape parsing beyond Mixtral fallback
- [Bug]: assert req_id in self.requests in Scheduler._update_from_kv_xfer_finished kills the engine on late KV xfer-finished for an already-failed request
- [RFC][SpecDecode] Move MTP completeness validation to the weight-update transaction boundary
- [Bugfix][Granite4Vision] Fix deepstack buffer causing decode slowdown in compiled mode
- [Bug]: response_format=text returns JSON instead of plain text
- [Bugfix][Frontend] Plain text speech-to-text in response_format=text
- [Bug]: Failed: Cuda error /workspace/csrc/custom_all_reduce.cuh:455 'invalid argument'
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- Python not yet supported