Hugging Face

Table of Contents Running Gemma 4 in the Browser with Transformers.js and WebGPU Building a Browser-Based Gemma 4 AI Application Creating the HTML Document and Styling the Interface Creating the Application Layout Loading Transformers.js for Browser-Based Gemma 4 Inference Checking…

Table of Contents Generating Video Highlights Using the SmolVLM2 Model Configuring Your Development Environment Setup and Imports Setup Logger Get Video Duration in Seconds Load Model and Processor Analyze Video Content Determine Highlights Process Video Segment Concatenating Video Scenes into…

Table of Contents SmolVLM to SmolVLM2: Compact Models for Multi-Image VQA SmolVLM 1: A Compact Yet Capable Vision-Language Model What Is SmolVLM? Why SmolVLM? The Three Variants of SmolVLM Architecture Overview Vision Encoder: SigLIP Variants Pixel Shuffle (Space-to-Depth) for Image…

Table of Contents Object Detection with the PaliGemma 2 Model Introduction How Object Detection Works in PaliGemma Models Converting Normalized Coordinates to Pixel Values Configuring Your Development Environment Setup and Imports Load PaliGemma 2 Model Parse Multiple Locations Draw Multiple…

Table of Contents Configure Your Hugging Face Access Token in Colab Environment Set Up Your Hugging Face Access Token Set Up Your Colab Secrets to Access Hugging Face Resources Grant Permission to Access Hugging Face Models Like PaliGemma Configure Your…