How to Use LLMs for Powerful Automatic Evaluations
discuss how you can perform automatic evaluations using LLM as a judge. LLMs are widely used today for a variety ...
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Coconut: A Framework for Latent Reasoning in LLMs
Paper link: https://arxiv.org/abs/2412.06769 Released: 9th of December 2024 Figure 1. The two reasoning modes of Coconut. In Language Mode (left), ...
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How to Write Insightful Technical Articles
, I discuss how you can write technical articles. I have been writing such articles for around 2.5 years, and ...
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How to Design Machine Learning Experiments — the Right Way
Never miss a new edition of The Variable, our weekly newsletter featuring a top-notch selection of editors’ picks, deep dives, ...
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From Data Scientist IC to Manager: One Year In
year, I wrote about my first 3-month manager experience. I shared some of the immediate changes I noticed, including more ...
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When Models Stop Listening: How Feature Collapse Quietly Erodes Machine Learning Systems
A was implemented, studied, and proved. It was right in its predictions, and its metrics were consistent. The logs were ...
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“I think of analysts as data wizards who help their product teams solve problems”
In the Author Spotlight series, TDS Editors chat with members of our community about their career path in data science ...
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How Computers “See” Molecules | Towards Data Science
a computer, Edvard Munch’s The Scream is nothing more than a grid of pixel values. It has no sense of why swirling ...
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Mastering NLP with spaCy – Part 2
in a sentence provide a lot of information, such as what they mean in the real world, how they connect ...
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The Misconception of Retraining: Why Model Refresh Isn’t Always the Fix
phrase “just retrain the model” is deceptively simple. It has become a go-to solution in machine learning operations whenever the ...
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