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
- [ROCm][Kernel] Add HybridW4A16LinearKernel: Triton prefill + HIP skinny decode
- [ROCm][CI] Expand core kernel coverage
- [Bug]: TP=2 deadlock on dual AMD R9700 (gfx1201/RDNA4) — GPUs spin at 100%, inference blocked
- [Bug][DeepSeek-V4][MTP] deep_gemm assertion: context_lens.is_contiguous() in paged MQA metadata
- [Bugfix] Improve DCP unsupported backend error message
- [Perf] fuse indexer topk and page table transform fusion for dpskv4
- [ROCm] DeepSeekV4-Flash-Base model enablement on ROCm with triton & torchfallback
- feat: merge_attn_state fuses per-group fp8
- [ROCm][CI] Move ROCm AITER quantization tests
- [ROCm][CI] Upgrading ROCm AITER MLA coverage
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