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Unbundling the Graph in GraphRAG

O'Reilly Media - Ideas

While RAG leverages nearest neighbor metrics based on the relative similarity of texts, graphs allow for better recall of less intuitive connections. For example, a mention of “NLP” might refer to natural language processing in one context or neural linguistic programming in another. Does GraphRAG improve results?

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Reduce ML training costs with Amazon SageMaker HyperPod

AWS Machine Learning - AI

Each hardware failure can result in wasted GPU hours and requires valuable engineering time to identify and resolve the issue, making the system prone to downtime that can disrupt progress and delay completion. The time taken to determine the root cause is referred to as mean time to detect (MTTD).

Training 107
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How Vidmob is using generative AI to transform its creative data landscape

AWS Machine Learning - AI

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. On the backend, a router is used to determine the context (ad-related dataset) as a reference to answer the question.

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Key Software Visualization Tools and Benefits

Apiumhub

Software visualization refers to the graphical representation of software systems, code, and related information to aid in understanding, analyzing, and communicating various aspects of software development. Firstly, these tools provide developers with a clear and comprehensive understanding of complex software systems.

Tools 80
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Reinforcement Learning for Budget Constrained Recommendations

Netflix Tech

The abandonment option is sometimes referred to as the null choice/arm in bandit literature. It will become clear that the RL based solution to budget constrained recommendation problems fits well within the recommender system architecture for slate construction. If the discount factor ? =0, Therefore q with ? =

Budget 74
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GSAS 2023: The Third Edition

Apiumhub

Gift Campaign Gift Campaign is a company with more than 25 years of experience in the sale of corporate gifts, advertising items, and promotional products, we are the reference in Spain. They work with practically all types of personalized items, with a current catalog of more than 10,000 references.

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Pragmatic Innovation in Software Development

Apiumhub

Software innovation Innovation refers to the pursuit of novel ideas, creative solutions, and cutting-edge technologies in software development. Innovation and pragmatism are two contrasting approaches in software development, each with its own merits and considerations. Let’s explore pragmatic innovation more in-depth in this article.