本文基于官方文档,简要介绍使用vLLM在opt-125m和Qwen1.5-0.5B-Chat的调包式推理,以及Server服务调用和多Lora推理使用。 一、vLLM环境安装 环境配置 安装vLLM的环境配置 基于pip安装vLLM # (Recommended) Create a new conda environment. conda create -n myenv python=3.9 -y conda activate myenv # Install ...
The official opt-125m model hasmax_position_embeddings=2048, so when I train vary-tiny with follow command: deepspeed --master_port $MASTER_PORT vary/train/train_opt.py \ --deepspeed ./zero_config/zero3.json \ --model_name_or_path facebook/opt-125m \ I got error like /opt/conda/c...
Fix opt_125m_woq_gptq_int4_dq_ggml issue #1965 Merged chensuyue merged 2 commits into master from kaihui/gptq_dq Aug 6, 2024 +2 −2 Conversation 1 Commits 2 Checks 17 Files changed 2 Conversation Contributor Kaihui-intel commented Aug 6, 2024 Type of Change bug fix Descripti...
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Tensors and Dynamic neural networks in Python with strong GPU acceleration - make torch.compile work with vLLM (facebook/opt-125m , meta-llama/Llama-2-7b-hf, meta-llama/Llama-3-8b-hf) models · pytorch/pytorch@125be00
llm = LLM(model="facebook/opt-125m") # Generate texts from the prompts. outputs = llm.generate(prompts) To use torch.compile, we need to add self.model = torch.compile(self.model) in this line: https://github.com/vllm-project/vllm/blob/main/vllm/worker/model_runner.py#L253 . ...
i am trying to change BB3 2.7B model with 6.6B OPT model using metaseq but it is not working for me. if anyone has trying something like that or any other way of achieving it apart from metaseq. I am currently trying to use alpa github r...
Tensors and Dynamic neural networks in Python with strong GPU acceleration - make torch.compile work with vLLM (facebook/opt-125m , meta-llama/Llama-2-7b-hf, meta-llama/Llama-3-8b-hf) models · pytorch/pytorch@abcd329