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: handle model validation error in realtime WebSocket session.update
- fix: guard against ZeroDivisionError in layerwise profiler
- tests(v1): cover parallel sampling output_kind matrix for AsyncLLM and LLMEngine
- [Bug]: vLLM not working with qwen3.5 27B
- [KV Cache] Use a contiguous buffer for all layers
- [Bugfix] Fix hybrid Attention+Mamba models failing when hybrid KV cache manager is disabled
- fix: correct timestamp drift in speech-to-text for audio > 30s
- fix(lora): add bounds checking for TP configurations
- fix: release VideoCapture resources and guard div-by-zero in video utils
- fix: use byte count for realtime WebSocket audio size validation
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