Embedding Models Articles

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6/25/2024 • EN

Train and Deploy open Embedding Models on Amazon SageMaker

A guide to fine-tuning and deploying custom embedding models for RAG applications on Amazon SageMaker using Sentence Transformers v3.

Amazon Sagemaker Embedding Models Hugging Face Rag Sentence Transformers

Philipp Schmid

6/4/2024 • EN

Fine-tune Embedding models for Retrieval Augmented Generation (RAG)

A guide to fine-tuning embedding models for RAG applications using Sentence Transformers 3, featuring Matryoshka Representation Learning for efficiency.

Embedding Models Fine Tuning Matryoshka Representation Learning Rag Sentence Transformers

Philipp Schmid

Embedding Models Articles

Train and Deploy open Embedding Models on Amazon SageMaker

Fine-tune Embedding models for Retrieval Augmented Generation (RAG)

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