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
- [vLLM IR] Cache the fx_replacement to avoid re-tracing the same impl
- [Bugfix] Improve DCP/PCP error messages with actionable backend guidance
- [Draft][Experimental][CUDA][VLM] Scaffold AttentionPack-style KV compression path
- [Kernel] Implement CUDA kernel for ReLUSquaredActivation (relu^2)
- [Bugfix][MoE] Fix hardcoded SharedExperts output buffer size for DBO ubatches
- Fix Qwen3 reasoning tool calls embedded inside think
- [Bug]: runai_safetensors_weights_iterator yields tensors in nondeterministic order, breaking FP8 inference on some platforms
- [BugFix][Parser] Fixing Qwen3.5 tool call parsing
- [Bug]: Gemma 4 MoE (26B-A4B) — runtime MXFP4 quantization crashes during weight loading in fused MoE layer
- [Bug]: torch.distributed.DistNetworkError: The server socket has failed to listen on any local network address. port: 29500, useIpv6: false, code: -98, name: EADDRINUSE, message: address already in use
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