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][Hybrid][NemotronH] Fix mamba_cache_mode=all + speculative decoding crash
- Abort removed-rank requests during Elastic EP scale-down
- Fix DeepSeek V4 DSML tool argument parsing
- [Kernel] Implement zero-allocation JIT-compiled padding for make_ndarray_with_pad
- [Bugfix][V1][P/D] Fix reset_prefix_cache failing on prefiller after PD-disagg prefill
- [RoCm][benchmark][perf] fix moe tuning script for RDNA
- Feature/profiling chunk cpp
- Gemma4 HeteroTP support for NIXL KV connector
- Fa/fix json schema + tool calls
- [Bugfix][MoRIIO] Proxy robustness and write-task deferral for async KV transfer
- Docs
- Python not yet supported