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
- [Bug]: Qwen3-VL-30B-A3B OOM on 96GB single gpu
- [Bug]: KVConnectorLogging initialization fails in single-process mode with LMCache due to has_kv_transfer_group assertion error
- ARM64 CUDA 12.9 wheels built and uploaded to index incorrectly
- [MISC] Add prefix cache reset to LMCache CPU offload example
- [Responses API] Support tool calling and ouput token streaming
- [Bug]: vllm failed with TP > 1(caused by nccl?)
- [Bug]: Qwen3-VL-2B-Instruct vllm推理报错
- [ROCm][MLA] Enable MLA persistent kernel with fp8 and bf16 support
- [Bug]: Qwen3-Next FP8 error combining --tensor-parallel-size and --pipeline-parallel-size using MTP
- [Bug]: Extremely slow FA3 on Hopper for CUDA 13.0
- Docs
- Python not yet supported