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Paper Explained 4: NV-Embed
- NV-Embed is an embedding model open-sourced by NVIDIA, designed for retrieval tasks.
- It is finetuned on top of Mistral 7B with innovations in architecture, training, and data curation.
- The model introduces a latent attention layer for obtaining sequence-level embeddings.
- Strategies like multi-head attention and two-stage training contribute to better performance.
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