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  ## CodeSage-Large-v2
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- ### [Blogpost]
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- Please check out our [blogpost](https://code-representation-learning.github.io/codesage-v2.html) for more details.
 
 
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  ### Model description
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  CodeSage is a family of open code embedding models with an encoder architecture that supports a wide range of source code understanding tasks. It was initially introduced in the paper:
 
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  ## CodeSage-Large-v2
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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
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  CodeSage is a family of open code embedding models with an encoder architecture that supports a wide range of source code understanding tasks. It was initially introduced in the paper: