How to Train LoRA in ComfyUI Using Flux – Full Step-by-Step Tutorial
Vladimir Chopine [GeekatPlay]
0:00 / 0:00
How to Train LoRA in ComfyUI Using Flux – Full Step-by-Step Tutorial
161 677 просмотров · 1 год назад
Vladimir Chopine [GeekatPlay]
72,5 тыс. подписчиков
161 677 просмотров · 1 год назад
Learn how to train custom LoRA models inside ComfyUI using the powerful Flux training system. This in-depth guide covers everything from installation and setup to dataset preparation, model configuration, and real-time training. Whether you're a beginner or an advanced user, this tutorial gives you the tools to create high-quality LoRA models for AI image generation with maximum control and flexibility.
What You'll Learn in This Video:
What is LoRA and how it improves AI image generation
How to install ComfyUI and ComfyUI Manager
Downloading and setting up Flux models and encoders
How to prepare datasets and captions using BLIP
Full LoRA training workflow inside ComfyUI
Best practices for results, stability, and output control
Resources and Downloads
Search for and install the following nodes:
ComfyUI Flux Trainer by Kijai
rgthree's ComfyUI Nodes
KJNodes for ComfyUI
WAS Node Suite
BLIP Captioning Nodes
ComfyUI (Main Application):
https://github.com/comfyanonymous/Com...
ComfyUI Manager (Node Installer & Workflow Manager):
https://github.com/Comfy-Org/ComfyUI-...
Flux1 Dev Model (Base for Training):
https://huggingface.co/lllyasviel/flu...
Flux Text Encoder (T5XXL, Required for Training):
https://huggingface.co/comfyanonymous...
Flux VAE (Required for Sampling):
https://huggingface.co/StableDiffusio...
BLIP Image Captioning Models (for Automatic Captions):
Base: https://huggingface.co/Salesforce/bli...
Large: https://huggingface.co/Salesforce/bli...
Workflow BLIP : https://drive.google.com/file/d/1KZEU...
kijai ComfyUI-FluxTrainer with workflow : https://github.com/kijai/ComfyUI-Flux...
https://github.com/kijai/ComfyUI-Flux...
#TrainLoRA #ComfyUI #ComfyUIFlux #LoRATraining #FluxLoRA #ComfyUILoRA #AIImageTraining #Flux1LoRAGuide #BLIPCaptioning #ComfyUIManager #StableDiffusionLoRA
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00:00 - Introduction to LoRA training in ComfyUI
00:17 - Downloading and setting up ComfyUI 0.36
00:42 - Extracting and preparing folders
00:49 - Installing ComfyUI Manager
01:28 - Opening terminal and cloning ComfyUI Manager
02:11 - Launching ComfyUI with GPU batch file
02:36 - Checking if Manager tab is available
02:54 - Installing Flux Trainer nodes
03:19 - Installing RGthree nodes
03:48 - Installing KJNodes
03:59 - Installing WAS Node Suite (optional)
04:22 - Restarting ComfyUI after node installation
04:44 - Optional: using BLIP to generate captions
05:56 - BLIP captioning workflow setup
07:00 - Downloading required Flux server files
07:50 - Placing models and encoders in correct folders
08:11 - Downloading and loading the training workflow JSON
08:46 - Fixing missing nodes if needed
09:04 - Exploring the loaded workflow structure
09:56 - Preparing dataset and verifying paths
10:18 - Connecting models and adjusting parameters
11:01 - Running LoRA training in ComfyUI
12:18 - Training time overview and system specs
13:01 - Previewing training loss and performance
14:44 - Reviewing output files and trained models
15:50 - Testing the trained LoRA model
16:45 - Comparing results with and without LoRA
17:21 - Final thoughts and training tips