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 45 lora training tools models tracked. 2 score above 50 (established tier). The highest-rated is KohakuBlueleaf/LyCORIS at 57/100 with 2,488 stars. 1 of the top 10 are actively maintained.

Get all 45 projects as JSON

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

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#	Model	Score	Tier	Stars	Language
1	KohakuBlueleaf/LyCORIS Lora beYond Conventional methods, Other Rank adaptation Implementations for...	57	Established	2,488	Python
2	tsiendragon/qwen-image-finetune Repo for Qwen Image Finetune	50	Established	218	Jupyter Notebook
3	Akegarasu/lora-scripts SD-Trainer. LoRA & Dreambooth training scripts & GUI use kohya-ss's trainer,...	49	Emerging	5,985	Python
4	PRITHIVSAKTHIUR/Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load Demonstration for the Qwen-Image-Edit-2511 model with lazy-loaded LoRA...	47	Emerging	32	Python
5	cloneofsimo/lora Using Low-rank adaptation to quickly fine-tune diffusion models.	44	Emerging	7,529	Jupyter Notebook
6	RedRayz/Kohya_lora_param_gui GUI for kohya-ss sd-scripts	44	Emerging	159	C#
7	LeslieZhoa/Simple-Lora diffusion lora chinese tutorial，虚拟idol训练中文教程	44	Emerging	81	Python
8	edenartlab/sd-lora-trainer LoRa trainer for SDXL and SD15	43	Emerging	66	Python
9	haofanwang/Lora-for-Diffusers The most easy-to-understand tutorial for using LoRA (Low-Rank Adaptation)...	41	Emerging	825	Python
10	P2Enjoy/kohya_ss-docker This is the tandem repository to exploit on linux the kohya_ss training...	41	Emerging	114	Dockerfile
11	p1atdev/LECO Low-rank adaptation for Erasing COncepts from diffusion models.	40	Emerging	324	Jupyter Notebook
12	AndyLone22/MirrorMetrics MirrorMetrics: How to evaluate Stable Diffusion LoRAs. A visual diagnostic...	39	Emerging	48	Python
13	MLSAKIIT/stablediffusionlora Part of MLSA's Hacktoberfest Projects. Fine tune your own version of SD 1.4!	39	Emerging	14	Python
14	PRITHIVSAKTHIUR/Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun Experimental demonstration for the Qwen/Qwen-Image-Edit-2511 model with...	37	Emerging	9	Python
15	vavo/lora-pilot LoRA Pilot is an ultimate docker image for all Stable Diffusion LoRA...	36	Emerging	37	Python
16	DEX-1101/kohya-trainer Legacy LoRA Trainer that work on T4 GPU Colab for SDXL Model	36	Emerging	23	Jupyter Notebook
17	PRITHIVSAKTHIUR/Qwen-Image-Edit-2509-LoRAs-Fast Qwen-Image-Edit-2509-LoRAs-Fast is a high-performance, user-friendly web...	35	Emerging	15	Python
18	ddPn08/kohya-sd-scripts-webui Gradio wrapper for sd-scripts by kohya	35	Emerging	168	Python
19	PRITHIVSAKTHIUR/Z-Image-Turbo-LoRA-DLC A Gradio-based demonstration for the Tongyi-MAI/Z-Image-Turbo diffusion...	34	Emerging	3	Python
20	WSH032/kohya-config-webui A WebUI for making config files used by kohya_sd_script. ...	33	Emerging	93	Jupyter Notebook
21	hanbinhsh/SD-LoRA-Manager LoRA Manager for Civit Models	33	Emerging	26	C++
22	harahara777/kohya-lora-paperspace Paparspace notebook for kohya gui lora training	32	Emerging	1	Jupyter Notebook
23	ExponentialML/Stable-LoRA Train LoRA using Microsoft's official implementation with Stable Diffusion models.	32	Emerging	33	Python
24	nuwandda/sdxl-lora-training Stable Diffusion XL LoRa Training	32	Emerging	29	Jupyter Notebook
25	PoliticIoan/Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun 🖼️ Edit multiple images easily with this Gradio demo for the...	31	Emerging	3	Python
26	Vinicius268/Qwen-Image-Diffusion Qwen Image HPC – Diffusion is a Gradio-based text-to-image tool using the...	31	Emerging	3	Python
27	AllenEdgarPoe/MirrorX-Real-time-SD-TD-SDXLora Real-time Img2img translation! (TouchDesigner+T2Iadapter\_canny+SDXL+turbo\_LoRA)	29	Experimental	19	—
28	hahminlew/fashion-product-generator Easy demo for finetuning a pre-trained Stable Diffusion XL with LoRA using...	27	Experimental	25	Jupyter Notebook
29	PRITHIVSAKTHIUR/Qwen-Image-Edit-2509-LoRAs-Fast-Lazy-Load Demonstration for the Qwen/Qwen-Image-Edit-2509 model, featuring lazy-loaded...	26	Experimental	3	Python
30	2025-comprehensive-design/AudioLDM-with-LoRA Enhancing Diffusion-Based Music Generation Performance with LoRA.	25	Experimental	2	Python
31	PRITHIVSAKTHIUR/Qwen-Image-Diffusion Generate high-quality images from text prompts using the Qwen diffusion...	24	Experimental	3	Python
32	hydropix/HyperSamplerDataSet Interactive image preparation tool for AI training datasets. Quickly...	24	Experimental	2	JavaScript
33	jchook/kohya-trainer-docker Train Dreambooth models and LoRAs locally with nvidia-docker	23	Experimental	4	Jupyter Notebook
34	ayush-thakur02/LCM-LoRA LCM LoRA	23	Experimental	35	Jupyter Notebook
35	guoriyue/Lora-Mix LoRA-Mix enables creative character generation by seamlessly blending...	22	Experimental	6	Python
36	PRITHIVSAKTHIUR/Qwen-Image-Edit-2509-LoRAs-Fast-Fusion-Lazy-Load Demonstration for the Qwen/Qwen-Image-Edit-2509 model, enhanced with...	20	Experimental	1	Python
37	CAI991108/SD3M-SimpleTuner-lora This repository contains the code and resources for the project "Fine-Tuning...	18	Experimental	2	Python
38	yankeguo-deprecated/lora-webui Gradio WebUI for LoRA Training	17	Experimental	1	Python
39	PupaBoo/lora_x_sampler_x_scheduler_grid_forge Modular Python script for generating annotated image grids to compare LoRA...	15	Experimental	—	Python
40	paazmaya/image-lora-trainer A CLI tool to train LoRA adapters for text-to-image models using a folder of...	14	Experimental	1	Python
41	bits-bytes-nn/musinsaigo Using SageMaker and LoRA to fine-tune the Stable Diffusion model and...	12	Experimental	—	Jupyter Notebook
42	vfph55/cell-Image_generation_sd2 This is for cell image generation using SD2 with two stage lora fine-tune.	11	Experimental	—	Python
43	JustLateNightAI/Lofi-Lora-Data-Prep Lofi's Lora Data Prep tool with a GUI to make curating your images easy.	11	Experimental	—	JavaScript
44	SiliconeShojo/Wildcard-to-YAML This is a utility script designed to convert folder structures of text-based...	11	Experimental	—	Python
45	prathameshparit/LoRA_Image_Preprocessor Preprocessor for images intended for Stable Diffusion LoRA (Low-Rank...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

LyCORIS and lora (57 vs 44) lora and LECO (44 vs 40) LyCORIS and LECO (57 vs 40) qwen-image-finetune and Qwen-Image-Edit-2509-LoRAs-Fast (50 vs 35) Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load and Qwen-Image-Edit-2509-LoRAs-Fast (47 vs 35) Qwen-Image-Edit-2511-LoRAs-Fast-Lazy-Load and Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun (47 vs 37) Qwen-Image-Edit-2511-LoRAs-Fast-Multi-Image-Rerun and Qwen-Image-Edit-2509-LoRAs-Fast (37 vs 35)