fix: normalization after truncation (#83)
Browse files- readme: notify about the normalization change (a14d943f3d9adf8da38f9d8a5afe849550e51065)
- update readme (49df0fbe860095d87f6ecf9b313f46e7a0abc035)
README.md
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@@ -25056,6 +25056,13 @@ While the foundation model supports 100 languages, we've focused our tuning effo
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Hindi, Indonesian, Italian, Japanese, Korean, Latvian, Norwegian, Polish, Portuguese, Romanian,
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Russian, Slovak, Spanish, Swedish, Thai, Turkish, Ukrainian, Urdu,** and **Vietnamese.**
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## Usage
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**<details><summary>Apply mean pooling when integrating the model.</summary>**
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Hindi, Indonesian, Italian, Japanese, Korean, Latvian, Norwegian, Polish, Portuguese, Romanian,
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Russian, Slovak, Spanish, Swedish, Thai, Turkish, Ukrainian, Urdu,** and **Vietnamese.**
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> **⚠️ Important Notice:**
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> We fixed a bug in the `encode` function [#60](https://huggingface.co/jinaai/jina-embeddings-v3/discussions/60) where **Matryoshka embedding truncation** occurred *after normalization*, leading to non-normalized truncated embeddings. This issue has been resolved in the latest code revision.
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> If you have encoded data using the previous version and wish to maintain consistency, please use the specific code revision when loading the model: `AutoModel.from_pretrained('jinaai/jina-embeddings-v3', code_revision='da863dd04a4e5dce6814c6625adfba87b83838aa', ...)`
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## Usage
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**<details><summary>Apply mean pooling when integrating the model.</summary>**
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