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- <a href="http://ragpdf.pleias.fr/"><b>Full model report</b></a>
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  **Pleias-RAG-1B** is a 1.2 billion parameters Small Reasoning Model, trained for retrieval-augmented general (RAG), search and source summarization. Along with Pleias-RAG-1B it belongs to the first generation of Pleias specialized reasoning models.
 
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+ <a href="https://arxiv.org/abs/2504.18225"><b>Full model report</b></a>
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  **Pleias-RAG-1B** is a 1.2 billion parameters Small Reasoning Model, trained for retrieval-augmented general (RAG), search and source summarization. Along with Pleias-RAG-1B it belongs to the first generation of Pleias specialized reasoning models.