Machine Learning

Machine Learning

On the Stepwise Nature of Self-Supervised Learning – The Berkeley Artificial Intelligence Research Blog

Figure 1: stepwise behavior in self-supervised learning. When training common SSL algorithms, we find that the loss descends in a stepwise...
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Machine Learning

3 Inspirational Stories of Leaders in AI

Image by Editor   AI has taken over the world in recent years and will still be in the next decade. Can’t we imagine...
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Machine Learning

Advances in private training for production on-device language models – Google Research Blog

Posted by Zheng Xu, Research Scientist, and Yanxiang Zhang, Software Engineer, Google Language models (LMs) trained to predict the next word given input text...
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Machine Learning

What’s The Story With HNSW?. Exploring the path to fast nearest… | by Ryan McDermott | Feb, 2024

Exploring the path to fast nearest neighbour search with Hierarchical Navigable Small Worlds13 min read·15 hours agoAs the number of hubs is relatively...
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Machine Learning

Rethinking the Role of PPO in RLHF – The Berkeley Artificial Intelligence Research Blog

Rethinking the Role of PPO in RLHF TL;DR: In RLHF, there’s tension between the reward learning phase, which uses human preference in...
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Machine Learning

Free Mastery Course: Become a Large Language Model Expert

Image by Author   In this blog post, we will review a famous educational GitHub repository with 24K ⭐ stars. This repository provides a...
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Machine Learning

A foundational visual encoder for video understanding – Google Research Blog

Posted by Long Zhao, Senior Research Scientist, and Ting Liu, Senior Staff Software Engineer, Google Research An astounding number of videos are available on...
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Machine Learning

Mapping out the connections of Oscar Winners | by Milan Janosov | Feb, 2024

In this short piece, I use public Wikipedia data, Python programming, and network analysis to extract and draw up a network of Oscar-winning...
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Machine Learning

Transform Customer Feedback into Actionable Insights with CrewAI and Streamlit | by Alan Jones | Dec, 2024

AI for BIBuild an AI-powered app to analyze unstructured feedback, generate insightful reports, and create interactive visualizationsNew AI...

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