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  # Model Summary
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- **Revela-code-3b** is a self-supervised code retriever built on the 3 B-parameter **LLaMA-3.2-3B** backbone.
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  It was trained on 358 K batches of code-centric text (Stack Overflow, tutorials, API docs) using the Revela next-token-prediction + in-batch attention objective.
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  Use it for code-search, question-answer navigation, or hybrid doc/code retrieval.
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  # Model Summary
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+ **Revela-code-1b** is a self-supervised code retriever built on the 3 B-parameter **LLaMA-3.2-1B** backbone.
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  It was trained on 358 K batches of code-centric text (Stack Overflow, tutorials, API docs) using the Revela next-token-prediction + in-batch attention objective.
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  Use it for code-search, question-answer navigation, or hybrid doc/code retrieval.
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