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如何安装和配置Rankify环境?

2025-08-28 1.3 K

Preparation for installation

Rankify要求Python 3.10及以上版本。强烈建议使用虚拟环境以避免依赖冲突。

Detailed installation steps

1. 创建虚拟环境

推荐使用Conda或Python自带的venv:

Conda方式

conda create -n rankify python=3.10
conda activate rankify

Venv方式

对于Linux/Mac:

python -m venv rankify_env
source rankify_env/bin/activate

For Windows:

rankify_envScriptsactivate

2. 安装PyTorch

推荐安装PyTorch 2.5.1:

GPU版本(CUDA 12.4)

pip install torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 --index-url https://download.pytorch.org/whl/cu124

CPU version

pip install torch==2.5.1

3. 安装Rankify

基础版:

pip install rankify

完整版(推荐):

pip install "rankify[all]"

模块化安装:可选择只安装检索或重排序功能。

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