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Efficient continual pre-training LLMs for financial domains

AWS Machine Learning Blog

The authors of BloombergGPT concluded that their model outperforms all other models tested for four of the five financial tasks. BloombergGPT: Philippe Donnet GPT-NeoX: Antonio De Lorenzo, Simone Gambarini, Enrico Zanetti FLAN-T5-XXL: John M Forsyth, Christopher K Peters, {empty string} Input: CEO of Silicon Valley Bank?

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This AI newsletter is all you need #72

Towards AI

Last Updated on November 8, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. After 500+ LoRAs Made, Here Is the Secret This blog emphasizes the significance of quality datasets and parameter optimization in maximizing the efficiency of LoRAs.

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Using reinforcement learning for dynamic planning in open-ended conversations

Google Research AI blog

Acknowledgements The work described is co-authored by: Moonkyung Ryu, Yinlam Chow, Orgad Keller, Ido Greenberg, Avinatan Hassidim, Michael Fink, Yossi Matias, Idan Szpektor and Gal Elidan.

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How healthcare payers and plans can empower members with generative AI

AWS Machine Learning Blog

The backend can be integrated with an existing web application or portal, but for the purpose of this post, we use a single page application (SPA) hosted on Amazon Simple Storage Service (Amazon S3) for the frontend and Amazon Cognito for authentication and authorization. User authentication and authorization is done using Amazon Cognito.

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Best prompting practices for using Meta Llama 3 with Amazon SageMaker JumpStart

AWS Machine Learning Blog

User Michael Doe, a 45-year-old teacher from Boston, Massachusetts, is an avid reader and enjoys gardening during his spare time. Example 1: Paragraph: "John Doe is a 32-year-old software engineer from San Francisco, California. About the Authors Sebastian Bustillo is a Solutions Architect at AWS.

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Enabling conversational interaction on mobile with LLMs

Google Research AI blog

Acknowledgements We thank our paper co-author Gang Li, and appreciate the discussions and feedback from our colleagues Chin-Yi Cheng, Tao Li, Yu Hsiao, Michael Terry and Minsuk Chang. We thank John Guilyard for helping create animations and graphics in the blog.