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an elegant bert4vector

Project description

bert4vector

向量计算、存储、检索、相似度计算

licence GitHub release PyPI PyPI - Downloads GitHub stars GitHub Issues contributions welcome

Documentation | Bert4torch | Examples | Source code

1. 下载安装

  • 安装稳定版
pip install bert4vector
  • 安装最新版
pip install git+https://github.com/Tongjilibo/bert4vector

2. 支持的句向量权重

模型分类 模型名称 权重来源 权重链接 备注(若有)
simbert simbert 追一科技 tftorch_base 转换脚本
simbert_v2/roformer-sim 追一科技 tfbaseft_basesmallft_small 转换脚本, config
embedding text2vec-base-chinese shibing624 torch config
m3e moka-ai torch config
bge BAAI torch config
gte thenlper large-zh, base-zh large-zh, base-zh

3. 版本历史

更新日期 bert4vector 版本说明
20240131 0.0.2.post2 去除对bert4torch的版本依赖
20231228 0.0.2 初始版本,支持内存和faiss模式

4. 更新历史:

  • 20231228:初始版本,支持内存和faiss模式

5. Reference

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bert4vector-0.0.2.post2.tar.gz (14.4 kB view hashes)

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