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
- [Attention][MLA] Per-request scheduling for MLA chunked context
- [Bug]: DSpark spec decode dies in profile_run — forward_mqa warmup asserts topk_indices_buffer, which a drafter never has (regression from #50298)
- [ROCm][Bugfix] Fix wvSplitK OOB reads on strided activations
- [ROCm][Perf] Fix Kimi-K3 DSpark FP8 MLA verification
- [ROCm][MoE] Split AITER CK and Triton MXFP4 W4A16 into separate backends
- [Kernel] Move Marlin lock storage to WorkspaceManager
- No capability flag declares which KV-cache kinds may be peeked past a candidate boundary — each margin implementation excludes Mamba by hand
- [Helion] Require Helion for CUDA builds
- [CI] Add GSM8K accuracy test for amd/DeepSeek-V4-Flash-MXFP4
- [Bugfix] Pull runai_streamer non-tensor model files on every node
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