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Detecting novel systemic biomarkers in external eye photos

Google Research AI blog

The external eye photos used in both this and the prior study were collected using table top cameras that include a head rest for patient stabilization and produce high quality images with good lighting. Key contributors to this project include: Boris Babenko, Ilana Traynis, Christina Chen, Preeti Singh, Akib Uddin, Jorge Cuadros, Lauren P.

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Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock

AWS Machine Learning Blog

Modern LLMs are good at generating SQL. About the authors Mohamed Ali Jamaoui is a Senior ML Prototyping Architect with 10 years of experience in production machine learning. Laurens ten Cate is a Senior Data Scientist. However, we need to abide by a few rules when writing the prompt to reach more accurate SQL queries.

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STUDY: Socially aware temporally causal decoder recommender systems

Google Research AI blog

However, since the sequence fed into the STUDY model is not temporally ordered, even though each of its constituent subsequences is, a standard causal decoder is no longer a good fit for this sequence. We thank our co-authors: Diana Mincu, Lauren Harrell, and Katherine Heller from Google.

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Interactively fine-tune Falcon-40B and other LLMs on Amazon SageMaker Studio notebooks using QLoRA

AWS Machine Learning Blog

Hugging Face and the authors of the paper mentioned have published a detailed blog post that covers the fundamentals and integrations with the Transformers and PEFT libraries. The code is provided by the model authors in the repo. About the Authors Sean Morgan is a Senior ML Solutions Architect at AWS.

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