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][Model][BugFix] Fix DiffusionGemma hang with TP4 with AITER on or with AITER off while another process uses GPU memory or intermittently with TP8
- [EP] Bound NIXL EP dispatch capacity
- [Model] Add native TeleOCR support with a Qwen3 text decoder
- [Bugfix][LoRA][MoE] Derive the fused MoE LoRA input row from the input shape
- [CPU] UltraQuant 4-bit KV cache on CPU
- [Bug]: custom all-reduce creates its NVLink multicast reduce-scatter buffer mid-serving (not at startup); the run then crashes (Xid + CUBLAS_STATUS_EXECUTION_FAILED)
- [Bugfix][Audio] Honor VLLM_MAX_AUDIO_CLIP_FILESIZE_MB=0 as documented
- [KV Connector][Mooncake] Add DFS support to MooncakeStoreConnector
- [ROCm][DSv4] Enable EPLB on AITER MegaMoE
- [Bugfix][Spec Decode] Relay Qwen3.5 auxiliary states over PP
- Docs
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