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
- [RFC]: Enable connector LoRA for audio multimodal models — convert nn.Linear projectors to vLLM-native linears
- [Rust Frontend] Add LongCat tool parser
- [DRAFT] OPT: MergeAttention shared memory for LSE loading
- [Bug]: vllm 0.23.0 2*h20-141G mp+dep and mp +tep deploy dsv4p error
- [ROCm][MLA] Fuse RoPE + MLA KV-cache write via AITER Triton kernel
- [Test] Cover multimodal models without language models (#45806)
- [RFC]: Optimizing vLLM for High Beam-Width Generative Recommendation Inference
- [CI] Add test suite for PoolsideV1ToolParser
- [ROCm] Convert MXFP8 MoE weights to block FP8 on gfx94x
- [Quantization] Extend ModelOpt mixed precision and NVFP4 runtime formats
- Docs
- Python not yet supported