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][ROCm] MI355 + AITER MXFP4 MOE: `Unsupported kernel config for moe heuristic dispatch`
- [kv_offload] Add multi-tier KV cache offloading framework
- Handle capped SWA admission in allocator path
- [Do Not Merge][Attention] Add FLASH_ATTN_MLA_SPARSE backend
- PERF (DeepSeek): Multi-stream overlap of indexer wk+weights_proj with QKV-A for DeepSeek V3.2 NSA
- [Bugfix] Fix uniform_batch for same-sized prefills
- [Bug]: [ROCm] Performance regression in v0.18.2: ROCM_ATTN backend no longer selected by default, falls back to slower TRITON_ATTN
- feat(metrics): optional sub-300ms Prometheus request latency buckets
- [Bugfix] DeepEP LL: pass use_fabric for MNNVL cross-node NVLink
- [Bugfix] DeepEP LL: graceful fallback when use_nvfp4 is unavailable
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