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
- [Bug]: BatchPrefillWithPagedKVCache failed with error invalid argument
- [TurboQuant][TritonCPU] Enable triton-cpu path for Turbo-quant algorithm
- [Bugfix] Fix DeepGemm warmup OOM from DP world_size multiplication
- [WIP] Switch vLLM to The Rock when on AMD hardware
- [Perf] Offload Harmony chat rendering to thread pool
- [Core] Balance padding vs group count when grouping hybrid KV cache layers
- [Bugfix] Fix MiniMax-M3 ModelOpt FP8 MoE SwiGLU params
- [Bug]: Failed to run RedHatAI/gemma-4-31B-it-speculator.dspark
- [Bugfix][Spec Decode] Enable Step-3.7-Flash (Step3p7) MTP on Model Runner V2
- [Bug]: Harmony models reject namespace tool type in Responses API
- Docs
- Python not yet supported