The RAG Playbook: A Data Science Guide to Document Chunking
Author(s): The Bot Group Originally published on Towards AI. The RAG Playbook: A Data Science Guide to Document Chunking Large Language Models are only as smart as the data we feed them. This is the fundamental challenge at the heart of modern …
How to Surgically Edit LLMs Without Retraining in Data Science
Author(s): The Bot Group Originally published on Towards AI. How to Surgically Edit LLMs Without Retraining in Data Science Your large language model is a marvel of engineering, trained on vast datasets at an enormous cost. It’s powerful, fluent, and… wrong. It …
The Model That Broke All the Rules in Data Science
Author(s): The Bot Group Originally published on Towards AI. The Model That Broke All the Rules in Data Science For years, the world of sequence modeling was dominated by a single, stubborn idea: to understand language, a model had to process it …
The DINOv3 Playbook for Computer Vision Data Science
Author(s): The Bot Group Originally published on Towards AI. The DINOv3 Playbook for Computer Vision Data Science Self-supervised learning (SSL) has long been the holy grail of machine learning. The promise is simple yet transformative: train powerful foundation models on massive, unlabeled …
Unboxing AI: The Data Science of True Model Interpretability
Author(s): The Bot Group Originally published on Towards AI. Unboxing AI: The Data Science of True Model Interpretability For years, the promise of artificial intelligence has been shadowed by a fundamental problem: the black box. We build powerful models that achieve incredible …
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