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ModelZoo
Multilingual_E5_pytorch
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f8c2051c
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f8c2051c
authored
Jun 30, 2025
by
zhangwq5
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README.md
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多语言E5模型采用两阶段训练:首先通过InfoNCE对比损失在约10亿多语言文本对上进行弱监督预训练,学习语义表示;随后在约160万高品质标注数据上进行监督微调,结合硬负样本挖掘和跨编码器知识蒸馏,优化嵌入空间的语义相似性和多语言检索性能。
多语言E5模型采用两阶段训练:首先通过InfoNCE对比损失在约10亿多语言文本对上进行弱监督预训练,学习语义表示;随后在约160万高品质标注数据上进行监督微调,结合硬负样本挖掘和跨编码器知识蒸馏,优化嵌入空间的语义相似性和多语言检索性能。
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## 环境配置
## 环境配置
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