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
- [Bugfix] Guard spec decode slot mapping padding rows
- fix: fallback to native forward for non-CUDA devices in FatreluAndMul (closes #42322)
- Handle structured output grammar compilation failures
- [Doc] Fix inconsistent hash notation in prefix caching Time 5 diagram
- [Bug]: `humming-kernels` leaks two unreaped `python3` subprocesses (zombies) at import time, for every quantized model
- [Doc] Fix broken string literal in pipeline parallelism code example
- [Bug]:mistralai/Devstral-Small-2-24B-Instruct-2512 no longer working in 0.22.1
- [Doc][MoE Refactor] Fused MoE design doc
- [Doc] Fix 'douby' -> 'doubly' typo in prefix caching diagram titles
- [Bug]: [V1] `prompt_tokens_details` always `null` in API response despite `--enable-prompt-tokens-details` (14+ months, incomplete fix in PR #18149)
- Docs
- Python not yet supported