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
- Implements dual-chunk-flash-attn backend for dual chunk attention with sparse attention support
- [Frontend] Disaggregate prefill decode with zmq
- [V1][Frontend] Improve Shutdown And Logs
- [Model] DeepSeek-V3 Enhancements
- [Performance]: decoding speed on long context
- Llama3.2 Vision Model: Guides and Issues
- [Kernel][Quantization] Custom Floating-Point Runtime Quantization
- [Bugfix] Fix LongRoPE bug
- [Core] generate from input embeds
- [Kernel] Support Microsoft Runtime Kernel Lib for our Low Precision Computation - BitBLAS
- Docs
- Python not yet supported