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
- [Docs] Update KV transfer security configuration flags
- fix nixl side-channel host selection
- [BUGFIX] Parse or convert thinking chunks given content format
- [Kernel] Enable in-place SSM state access for GDN chunk prefill kernel (Qwen3.5, Qwen3 Next, OLMo-Hybrid)
- [Model Runner V2] Bug fix: logprob dtype int64/int32 issue
- [vLLM IR][Rope] Port RotaryEmbedding and DeepseekScalingRotaryEmbedding to IR Ops
- [LoRA][Perf] Overlap LoRA weight H2D copies with compute via side CUDA stream
- [ROCm][DSv4] implement flash sparse mla with triton kernels
- [Responses API] Fold developer-role input messages into instructions
- [Perf] Replace cudaMemsetAsync with in-kernel cleanup for persistent_topk
- Docs
- Python not yet supported