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] deepseek_v32: honor the decoder's deferred MoE all-reduce on the naive all2all path
- [Feature][Elastic EP] Bootstrap external ranks from a shared launch template
- [Model] Serve Base Labs mammoth-1 / elephant-1 with their trained block-bidirectional mask
- [Spec Decode][MRV2]Add LongSpark
- [RFC]: Declared ownership and layout for WeightSource (NCCL broadcast PP + NCCL M2N)
- [Perf][Spec Decode] Warm up the speculative variant of the Qwen GDN recurrent update kernel
- [Spec Decode] Add draft_context_window for EAGLE-3 drafters
- [ROCm][DSv4.1] Overlap the Engram WKV chain with the decoder layers
- [XPU][Model] Gemma4: route MoE with topk_softmax on XPU
- fix: reclaim encoder compute budget after multimodal pruning (#63187)
- Docs
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