Boost your learning: Test Yourself PDF Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up! In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks. Build a Large Language ...| Manning Publications
Following my earlier Visualizing and Comparing Embedding Vectors as Heatmaps article, here are the launch & demo videos. You might want to read this article first, these short demo videos should make more sense then! Visualizing Vision Transformer Embedding Vectors as HeatMaps In this video I’ll peek around cat vectors and then find outliers from both the cat photo dataset and aircraft dataset. Installing CatBench Vector Visualizer App and Technical Details The CatBench GitHub repo is here:| Posts on Tanel Poder Consulting
If you already know what embeddings are, you can jump right to: Vector Heatmap Visualization Background I am currently testing various RDBMS vector search options and their usability & performance. Next week I will publish an early version of my CatBench toolset that will eventually evolve into a full end-to-end test (and fun!) suite for high performance AI/ML pipelines, with things like streaming image recognition using Vision Transformers on GPUs, followed by vector searches in target datab...| Posts on Tanel Poder Consulting