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
- Nvidia-H20 with nvcr.io/nvidia/pytorch:23.12-py3,CUBLAS Error!
- AutoQuant: Automatic quantization model for INT8/INT4 inference, INT4 runs faster than AWQ and FP16.
- Multi-GPU Support Failures with AMD MI210
- The service results based on vllm qwen7B are inconsistent with the original qwen results, and the accuracy will drop significantly
- Fix: Echo without asking for new tokens or logprobs in OpenAI Completions API
- Failed to find C compiler. Please specify via CC environment variable
- Large length variance of sampled sequences from llama2 70b model compared to HuggingFace .generate()
- torch.compile() support
- chore(outputs): make return class into dataclass
- 部署qwen1.5-7B-Chat的时候遇到API接口返回缺10个字符的问题
- Docs
- Python not yet supported