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Knowledge Cards / Advanced RAG Techniques / Embedding Model Fine-Tuning

Advanced RAG Techniques

Embedding Model Fine-Tuning

Embedding model fine-tuning can significantly improve the quality of embeddings, subsequently improving performance on downstream tasks like RAG. Fine-tuning improves embeddings to better capture the dataset's meaning and context, leading to more accurate and relevant retrievals in RAG applications.