Tech »  Topic »  Cohere Embed 4 multimodal embeddings model is now available on Amazon SageMaker JumpStart

Cohere Embed 4 multimodal embeddings model is now available on Amazon SageMaker JumpStart


This post is co-written with Payal Singh from Cohere.

The Cohere Embed 4 multimodal embeddings model is now generally available on Amazon SageMaker JumpStart. The Embed 4 model is built for multimodal business documents, has leading multilingual capabilities, and offers notable improvement over Embed 3 across key benchmarks.

In this post, we discuss the benefits and capabilities of this new model. We also walk you through how to deploy and use the Embed 4 model using SageMaker JumpStart.

Cohere Embed 4 overview

Embed 4 is the most recent addition to the Cohere Embed family of enterprise-focused large language models (LLMs). It delivers state-of-the-art multimodality. This is useful because businesses continue to store the majority of important data in an unstructured format. Document formats include intricate PDF reports, presentation slides, as well as text-based documents or design files that might include images, tables, graphs, code, and diagrams. Without the ability to ...


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