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]: Potential Out-of-bounds in moe_align_sum_kernels.cu
- [feature] [compile] use quantfp8 customOp-abstraction for MoE layers
- [Feature]: awq marlin performs poorly when dealing with long inputs
- [Doc][Last/N] Improve all pooling task | Refactor pooling-related documentation
- [Usage]: How can I access or return hidden states (representations) after generation?
- [Usage]:
- [Bug]: EngineDeadError, illegal memory access error encountered when serving qwen3-vl on h800/h20
- [wip] Fix torch nightly
- [CI Failure]: ci-infra is broken at approximately noon Nov, 4, 2025
- [Bug]: BF16 and INT8 dtype mismatch when running quantized model on vLLM
- Docs
- Python not yet supported