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
- [Kernel] Support Microsoft Runtime Kernel Lib for our Low Precision Computation
- [Feature][Hardware][AMD] Enable Scaled FP8 GEMM on ROCm
- [Bug]: identical branches in csrc/quantization/marlin/sparse/marlin_24_cuda_kernel.cu
- [ci][distributed] add distributed test gptq_marlin with tp = 2
- [Bug]: Segmentation fault (core dumped) while loading deepseek coder v2 lite model
- [Bug]: OOM when loading Qwen2 GPTQ 8bit and modify gpu_memory_utilization didn't help
- [misc][optimization] optimize data structure in allocator
- Whisper support
- [Kernel] Prototype integration of bytedance/flux kernels
- [New Model]: Florence-2
- Docs
- Python not yet supported