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Efficient continual pre-training LLMs for financial domains

AWS Machine Learning - AI

Large language models (LLMs) are generally trained on large publicly available datasets that are domain agnostic. For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. The resulting LLM outperforms LLMs trained on non-domain-specific datasets when tested on finance-specific tasks.

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Generative AI Practitioners in Healthcare Prioritize Industry-Specific and Task-Specific Models as Budgets Surge 300%, New John Snow Labs Survey Finds

John Snow Labs

Findings showed a significant increase in GenAI budgets across the board, with one-fifth of all technical leaders witnessing a more than 300% budget growth, reflecting strong advocacy and investment. The survey highlights a number of key priorities of practitioners unique to the healthcare industry.

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Generative AI’s potential as a force multiplier in defense

CIO

Organizations need novel storage capabilities to handle the massive, real-time, unstructured data required to build, train and use generative AI. more about this in my article about accelerating generative AI here ). Enable realistic simulations Military personnel training is essential but can be costly and risky.

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3 key digital transformation priorities for 2024

CIO

Luckily, many are expanding budgets to do so. “94% In researching this article, I found gaps where CIOs promised capabilities to stakeholders, but implementations and business impacts have lagged expectations. Digital Transformation, Generative AI, IT Leadership, IT Strategy, IT Training

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You should be worried about cloud squatting

InfoWorld

I always teach how your first line of defense is not cool security tools but training. This is often ignored, considering that budgets are directed at new tools rather than teaching admins how not to do dumb things. To read this article in full, please click here

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How to Set Zero-Based Goals

thoughtLEADERS, LLC

Use this common budgeting technique to set goals that are more relevant and actionable. When you’re setting goals, you can borrow a technique from a common budgeting process called zero-based budgeting. Every dollar you’re going to spend in the budget is justified. This is only the beginning of the thought.

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Should finance organizations bank on Generative AI?

CIO

That’s because vast, real-time, unstructured data sets are used to build, train, and implement generative AI. It can help generate personalized financial analysis, including credit scores, credit risks, budgeting and savings plans, and tailored investment recommendations. Read my related article about accelerating generative AI here.