LoRA Training Tools Diffusion Models

Tools and frameworks for fine-tuning diffusion models using LoRA (Low-Rank Adaptation) techniques, including trainers, preprocessors, and GUIs. Does NOT include inference tools, deployment utilities, or general model fine-tuning methods outside the LoRA adapter paradigm.

There are 47 lora training tools models tracked. The highest-rated is Akegarasu/lora-scripts at 49/100 with 5,985 stars.

Get all 47 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=diffusion&subcategory=lora-training-tools&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	Akegarasu/lora-scripts SD-Trainer. LoRA & Dreambooth training scripts & GUI use kohya-ss's trainer,...	49	Emerging	5,985	Python
2	KohakuBlueleaf/LyCORIS Lora beYond Conventional methods, Other Rank adaptation Implementations for...	47	Emerging	2,488	Python
3	tsiendragon/qwen-image-finetune Repo for Qwen Image Finetune	47	Emerging	218	Jupyter Notebook
4	PRITHIVSAKTHIUR/Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load Demonstration for the Qwen-Image-Edit-2511 model with lazy-loaded LoRA...	46	Emerging	32	Python
5	cloneofsimo/lora Using Low-rank adaptation to quickly fine-tune diffusion models.	44	Emerging	7,529	Jupyter Notebook
6	LeslieZhoa/Simple-Lora diffusion lora chinese tutorial，虚拟idol训练中文教程	37	Emerging	81	Python
7	AndyLone22/MirrorMetrics MirrorMetrics: How to evaluate Stable Diffusion LoRAs. A visual diagnostic...	37	Emerging	48	Python
8	RedRayz/Kohya_lora_param_gui GUI for kohya-ss sd-scripts	37	Emerging	159	C#
9	edenartlab/sd-lora-trainer LoRa trainer for SDXL and SD15	36	Emerging	66	Python
10	P2Enjoy/kohya_ss-docker This is the tandem repository to exploit on linux the kohya_ss training...	34	Emerging	114	Dockerfile
11	haofanwang/Lora-for-Diffusers The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation)...	34	Emerging	825	Python
12	p1atdev/LECO Low-rank adaptation for Erasing COncepts from diffusion models.	33	Emerging	324	Jupyter Notebook
13	PRITHIVSAKTHIUR/Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun Experimental demonstration for the Qwen/Qwen-Image-Edit-2511 model with...	33	Emerging	9	Python
14	vavo/lora-pilot LoRA Pilot is an ultimate docker image for all Stable Diffusion LoRA...	32	Emerging	37	Python
15	MLSAKIIT/stablediffusionlora Part of MLSA's Hacktoberfest Projects. Fine tune your own version of SD 1.4!	32	Emerging	14	Python
16	PRITHIVSAKTHIUR/Qwen-Image-Edit-2509-LoRAs-Fast Qwen-Image-Edit-2509-LoRAs-Fast is a high-performance, user-friendly web...	31	Emerging	15	Python
17	PRITHIVSAKTHIUR/Z-Image-Turbo-LoRA-DLC A Gradio-based demonstration for the Tongyi-MAI/Z-Image-Turbo diffusion...	30	Emerging	3	Python
18	DEX-1101/kohya-trainer Legacy LoRA Trainer that work on T4 GPU Colab for SDXL Model	29	Experimental	23	Jupyter Notebook
19	hanbinhsh/SD-LoRA-Manager LoRA Manager for Civit Models	29	Experimental	26	C++
20	ddPn08/kohya-sd-scripts-webui Gradio wrapper for sd-scripts by kohya	28	Experimental	168	Python
21	WSH032/kohya-config-webui A WebUI for making config files used by kohya_sd_script. ...	26	Experimental	93	Jupyter Notebook
22	nuwandda/sdxl-lora-training Stable Diffusion XL LoRa Training	25	Experimental	29	Jupyter Notebook
23	ExponentialML/Stable-LoRA Train LoRA using Microsoft's official implementation with Stable Diffusion models.	25	Experimental	33	Python
24	Vinicius268/Qwen-Image-Diffusion Qwen Image HPC – Diffusion is a Gradio-based text-to-image tool using the...	25	Experimental	3	Python
25	PRITHIVSAKTHIUR/Qwen-Image-Edit-2509-LoRAs-Fast-Lazy-Load Demonstration for the Qwen/Qwen-Image-Edit-2509 model, featuring lazy-loaded...	25	Experimental	3	Python
26	PoliticIoan/Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun 🖼️ Edit multiple images easily with this Gradio demo for the...	25	Experimental	3	Python
27	harahara777/kohya-lora-paperspace Paparspace notebook for kohya gui lora training	25	Experimental	1	Jupyter Notebook
28	AllenEdgarPoe/MirrorX-Real-time-SD-TD-SDXLora Real-time Img2img translation! (TouchDesigner+T2Iadapter\_canny+SDXL+turbo\_LoRA)	22	Experimental	19	—
29	intuitivation/LoRA-Lens About LoRA Lens v1.6: Multiply your AI's intelligence by compressing LoRAs...	21	Experimental	2	Python
30	hahminlew/fashion-product-generator Easy demo for finetuning a pre-trained Stable Diffusion XL with LoRA using...	20	Experimental	25	Jupyter Notebook
31	2025-comprehensive-design/AudioLDM-with-LoRA Enhancing Diffusion-Based Music Generation Performance with LoRA.	18	Experimental	2	Python
32	PRITHIVSAKTHIUR/Qwen-Image-Diffusion Generate high-quality images from text prompts using the Qwen diffusion...	18	Experimental	3	Python
33	hydropix/HyperSamplerDataSet Interactive image preparation tool for AI training datasets. Quickly...	17	Experimental	2	JavaScript
34	jchook/kohya-trainer-docker Train Dreambooth models and LoRAs locally with nvidia-docker	16	Experimental	4	Jupyter Notebook
35	PRITHIVSAKTHIUR/Qwen-Image-Edit-2509-LoRAs-Fast-Fusion-Lazy-Load Demonstration for the Qwen/Qwen-Image-Edit-2509 model, enhanced with...	16	Experimental	1	Python
36	ayush-thakur02/LCM-LoRA LCM LoRA	16	Experimental	35	Jupyter Notebook
37	PupaBoo/lora_x_sampler_x_scheduler_grid_forge Modular Python script for generating annotated image grids to compare LoRA...	15	Experimental	—	Python
38	guoriyue/Lora-Mix LoRA-Mix enables creative character generation by seamlessly blending...	15	Experimental	6	Python
39	paazmaya/image-lora-trainer A CLI tool to train LoRA adapters for text-to-image models using a folder of...	14	Experimental	1	Python
40	bits-bytes-nn/musinsaigo Using SageMaker and LoRA to fine-tune the Stable Diffusion model and...	12	Experimental	—	Jupyter Notebook
41	SiliconeShojo/Wildcard-to-YAML This is a utility script designed to convert folder structures of text-based...	11	Experimental	—	Python
42	CAI991108/SD3M-SimpleTuner-lora This repository contains the code and resources for the project "Fine-Tuning...	11	Experimental	2	Python
43	vfph55/cell-Image_generation_sd2 This is for cell image generation using SD2 with two stage lora fine-tune.	11	Experimental	—	Python
44	JustLateNightAI/Lofi-Lora-Data-Prep Lofi's Lora Data Prep tool with a GUI to make curating your images easy.	11	Experimental	—	JavaScript
45	Radionic/lorata A data labeling tool for the GenAI models	11	Experimental	7	TypeScript
46	Mihai-Codes/lora-workflow-template Code-only SDXL LoRA workflow template for free Kaggle GPU training,...	11	Experimental	—	Python
47	yankeguo-deprecated/lora-webui Gradio WebUI for LoRA Training	10	Experimental	1	Python

Comparisons in this category

lora and LECO (44 vs 33) Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load and Qwen-Image-Edit-2509-LoRAs-Fast (46 vs 31) Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load and Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun (46 vs 33) Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun and Qwen-Image-Edit-2509-LoRAs-Fast (33 vs 31)