安装Transformers框架分为以下几个步骤：
- Environmental Preparation:要求Python 3.9+环境，推荐使用虚拟环境
- Create a virtual environment:
Windows.python -m venv transformers_env
Linux/Mac.source transformers_env/bin/activate - 基础安装：
pip install transformers - 可选安装：
开发版：pip install git+https://github.com/huggingface/transformers
GPU支持：需安装CUDA驱动
验证安装可以执行以下测试代码：
from transformers import pipeline
print(pipeline('sentiment-analysis')('hugging face is awesome'))
预期输出类似：{‘label’: ‘POSITIVE’, ‘score’: 0.9998}
This answer comes from the articleTransformers: open source machine learning modeling framework with support for text, image and multimodal tasksThe
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