How to Auto-Generate Prompts from Images (ComfyUI Tutorial) скачать в хорошем качестве

How to Auto-Generate Prompts from Images (ComfyUI Tutorial)

Free Introduction to ComfyUI:   / introduction-to-132814888   More complex workflows with VLMs:   / auto-generate-137451451   Ollama Studio https://ollama.com/ About Large Language Model - LLM https://huggingface.co/blog/Kseniase/... About Multi-Modal Large Language Model - MLLM https://machinelearningatscale.substa... About Vision Language Model - VLM https://www.nvidia.com/en-us/glossary... In this video, I'll show you how to build a powerful and automated workflow in ComfyUI using a local Visual Language Model (VLM). Learn how to input a simple sketch, have a VLM from Ollama describe it, and then use depth processing to generate a completely new image on top. This is an extremely powerful tool for generating thousands of image variations from a single drawing, all running locally on your computer! Topics Covered: Setting up Ollama and VLM models for local use. Installing VLM nodes in ComfyUI. Creating an automated workflow to describe an image and generate a text prompt. Combining the VLM with a depth control net to guide image generation. Tips for optimizing performance with different models like SDXL and Flux. Find these workflows and more on my Patreon (links in description). #ComfyUI #Ollama #VLM #AIArt #Tutorial 00:00 Introduction to Visual Language Models in ComfyUI 01:14 Local LLM and VLM Setup: Installing Llama 02:07 VLM Nodes: ComfyUI 03:49 Exploring Llama Nodes: Text Describer and Model Selection 05:46 Image Description and Prompt Generation with Llama 07:10 Optimizing VLM Performance: Memory Management and Token Limits 08:16 Seed Generation and Advanced Settings 09:02 Automated Image Generation Workflow with Depth Control 11:00Generating Image Variations Using Flux and Depth Models