cozy - book - 800 Open - source Model: Effortlessly Achieve TOK - style Text - to

Cozy Book 800

Developed by fffiloni

A LoRA model fine-tuned based on the FLUX.1-dev foundation model, specialized for generating text-to-image conversions with TOK style

Text-to-Image Open Source License:Other #TOK-style illustration #LoRA fine-tuning #Flux model adaptation

Downloads 135

Release Time : 2/20/2025

Model Overview

This model utilizes LoRA fine-tuning technology to generate images with a specific artistic style (TOK style) based on text descriptions, suitable for creative design and artistic creation.

Model Features

TOK-style generation

Capable of generating images with a unique TOK artistic style based on text prompts

LoRA fine-tuning

Efficient fine-tuning of the base model using LoRA (Low-Rank Adaptation) technology

Multi-platform support

Compatible with various platforms such as ComfyUI/AUTOMATIC1111/SD.Next/Invoke AI

Model Capabilities

Text-to-image generation

Artistic style transfer

Creative image synthesis

Use Cases

Artistic creation

Character design

Generate character portraits with specific styles

Such as the examples of Princess Zelda portraits and Western sheriff images

Scene creation

Create imaginative scenes based on text descriptions

Such as the examples of flower field girls, castle dragons, and other scenes

Concept design

Animal character design

Create unique anthropomorphic or stylized animal characters

Such as the examples of blue frogs and sleeping tigers

🚀 cozy-book-800

This is a model trained with AI Toolkit by Ostris, which can generate images in a specific style.

🚀 Quick Start

Trigger words

You should use in the style of TOK to trigger the image generation.

Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, etc.

Weights for this model are available in Safetensors format. Download them in the Files & versions tab.

Use it with the 🧨 diffusers library

Basic Usage

from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to('cuda')
pipeline.load_lora_weights('fffiloni/cozy-book-800', weight_name='cozy-book-800.safetensors')
image = pipeline('A girl in a flowers field, fluffy clouds. in the style of TOK').images[0]
image.save("my_image.png")

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

📄 License

This model uses the flux-1-dev-non-commercial-license. You can view the detailed license content via this link.

📦 Model Information

Property	Details
Base Model	black-forest-labs/FLUX.1-dev
Instance Prompt	in the style of TOK
License	other
License Name	flux-1-dev-non-commercial-license
License Link	https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md

🖼️ Widget Examples

Input Text	Output Image
A girl in a flowers field, fluffy clouds. in the style of TOK	samples/1740075062811__000000800_0.jpg
a girl pilot is flying a tiny yellow plane in fluffy clouds. in the style of TOK	images/example_kn9b28cxn.png
happy chickens in a farm. in the style of TOK	images/example_u5kp0dyhh.png
A blue frog on a water lily. in the style of TOK	images/example_ux1mm15q2.png
Albert Einstein. in the style of TOK	images/example_zza0rj1uq.png
Sleeping tiger. in the style of TOK	images/example_946eqaqw2.png
Portrait of princess zelda in a black and gold dress. in the style of TOK	images/example_lt45rc24a.png
Wild west gunslinger, male, wild west sheriff. in the style of TOK	images/example_ygbutig65.png
A dark blue dragon on top of a castle. in the style of TOK	images/example_7vhpjuy4c.png

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