LLM-as-a-Judge: A Practical Guide | Towards Data Science
If features powered by LLMs, you already know how important evaluation is. Getting a model to say something is easy, ...
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Understanding Application Performance with Roofline Modeling
with calculating an application’s performance is that the real-world performance and theoretical performance can differ. With an ecosystem of products ...
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Why You Should Not Replace Blanks with 0 in Power BI
watching Jeffrey Wang as a live stream guest with Reid Havens, and one of the dozen wonderful things that Jeffrey shared ...
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Beyond Model Stacking: The Architecture Principles That Make Multimodal AI Systems Work
1. It with a Vision While rewatching Iron Man, I found myself captivated by how deeply JARVIS could understand a ...
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Understanding Matrices | Part 2: Matrix-Matrix Multiplication
In the first story [1] of this series, we have: Addressed multiplication of a matrix by a vector, Introduced the ...
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Beyond Code Generation: Continuously Evolve Text with LLMs
the initial response from an LLM doesn’t suit you? You rerun it, right? Now, if you were to automate that… ...
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Why Open Source is No Longer Optional — And How to Make it Work for Your Business
DeepSeek’s flagship chatbot took the world by storm at the beginning of this year. Its meteoric rise to the top ...
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Abstract Classes: A Software Engineering Concept Data Scientists Must Know To Succeed
you should read this article If you are planning to go into data science, be it a graduate or a ...
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Grad-CAM from Scratch with PyTorch Hooks
car stops suddenly. Worryingly, there is no stop sign in sight. The engineers can only make guesses as to why ...
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Regularisation: A Deep Dive into Theory, Implementation, and Practical Insights
This blog is a deep dive into regularisation techniques, intended to give you simple intuitions, mathematical foundations, and implementation details. ...
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