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][Kernel] Add fused MoE exllama GEMM for compressed-tensors int4
- [Bug]: vLLM produces invalid UTF-8 tokens and “�” replacement characters when returning logprobs
- fix(spec): extend vocab size validation to MTP and Eagle methods
- [Bugfix] Step3p5 reasoning end detection state leak in streaming chat
- Qwen3-Coder-Next-FP8 with tool calling causes system hard-freeze on multi-GPU tensor parallel (v0.15.1)
- [Bug]: nvidia/Llama-3.3-70B-Instruct-NVFP4 Degraded / Gibberish Output with TRITON_ATTN
- [Bug]: setting VLLM_LOGGING_LEVEL=debug breaks tool calling
- [Bugfix] Fix engine crash when realtime streaming input is empty (#34532)
- [CI][Bugfix] Fix new_weight_syncing/rlhf.py
- [WIP][Bugfix] Detect LoRA module name prefix mismatches at load time
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