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
- [New Model]: facebook/seamless-m4t-v2-large
- [Bug]: Producer process has been terminated before all shared CUDA tensors released (v 0.5.0 post1, v 0.4.3)
- [Bug]: When I inference with a 1b model, tp2 latency is greater than tp1
- [Bug]: identical branches in csrc/quantization/marlin/sparse/marlin_24_cuda_kernel.cu
- [Usage]: Load local model from local path
- [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
- [wip][Core] Introduce SPMD worker execution using Ray accelerated DAG
- Docs
- Python not yet supported