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  ### Updates
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- * 1. <span style="color:blue">We are excited to announce the release of the CodeSage V2 model family with largely improved performance!</span> Please check out our [blogpost](https://code-representation-learning.github.io/codesage-v2.html) for more details.
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- * 2. In addition to retrieval performance boost, V2 models also support flexible embedding size (thanks to Matryoshka Representation Learning (MRL)).
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  * 3. You can access CodeSage v2 models through both HF and SentenceTransformer.
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  ### Model description
 
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  ### Updates
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+ * 1. <span style="color:blue">We are excited to announce the release of the CodeSage V2 model family with largely improved performance!</span> <strong>Please check out our [blogpost](https://code-representation-learning.github.io/codesage-v2.html) for more details</strong>.
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+ * 2. In addition to retrieval performance boost, V2 models also support flexible embedding sizes (thanks to Matryoshka Representation Learning (MRL)).
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  * 3. You can access CodeSage v2 models through both HF and SentenceTransformer.
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  ### Model description