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][V1] Validate prompt_logprobs + kv_sharing_fast_prefill incompatibility at request admission
- [Bugfix] Reject mixed structured output backends during validation
- [Feature]: Integration of HieraSparse N:M Semi-Structured Sparse KV Cache Attention
- [Bugfix] NIXL: mark transfer failed when check_xfer_state raises in poll()
- [Bugfix] Harmony: support namespace tool type in get_developer_message
- NVFP4 fused-expert scales dropped in Qwen3_5_VL_MoE weight_loader (qwen3_5_vl_moe)
- [Model][Bugfix] step3.7-flash: bounds-check per-layer config lookups for MTP layers
- [RFC]: Enable full CUDA graphs for MoRIIO READ mode via async KV-load gating
- [Bugfix][Spec Decode] Route dflash on Qwen3DSparkModel arch to dspark
- [CPU][Spec Decode] Centralize CPU causal-conv dispatch
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