Mac 部署 GPT-2 预训练模型 gpt2-chinese-cluecorpussmall

文章目录

• [下载 GPT-2 模型](#下载 GPT-2 模型)
• [快速开始 GPT-2](#快速开始 GPT-2)

下载 GPT-2 模型

• https://huggingface.co/uer/gpt2-chinese-cluecorpussmall

git clone https://huggingface.co/uer/gpt2-chinese-cluecorpussmall
# 或单独下载 LFS
GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/uer/gpt2-chinese-cluecorpussmall

快速开始 GPT-2

• 安装依赖

pip3 install torch torchvision torchaudio
pip3 install transformers

• python脚本

from transformers import BertTokenizer, GPT2LMHeadModel, TextGenerationPipeline
tokenizer = BertTokenizer.from_pretrained("./gpt2-chinese-cluecorpussmall")
model = GPT2LMHeadModel.from_pretrained("./gpt2-chinese-cluecorpussmall")
text_generator = TextGenerationPipeline(model, tokenizer)   
result = text_generator("这是很久之前的事情了", max_length=100, do_sample=True)
print(result)

• 输出结果