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
- [V1][PP] Continue scheduling prefill chunks
- [Core] Add Additional Metrics to vLLM Server
- [Kernel][Triton][FP8] Adding fp8 and variable length sequence support to Triton FAv2 kernel
- [V1] Feedback Thread
- add support for AMD MI25/50/60
- Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support
- [Frontend] Disaggregate prefill decode with zmq
- [Performance]: decoding speed on long context
- Llama3.2 Vision Model: Guides and Issues
- [Kernel][Quantization] Custom Floating-Point Runtime Quantization
- Docs
- Python not yet supported