Pierre-Auguste Renoir Open-Source Training Model - Precisely Capture the Artist's Delicate Techniques and Stylistic Elements

Pierre Auguste Renoir

Developed by openfree

A training model based on flux learning, capable of accurately capturing the delicate techniques and stylistic elements of artists like Renoir.

Image Generation Open Source License:Other #Impressionist Art Generation #LoRA Style Transfer #Flux Model Fine-tuning

Downloads 193

Release Time : 5/2/2025

Model Overview

This model, developed using LoRA fine-tuning technology on the FLUX.1-dev base model, is specifically designed for generating images with Renoir's artistic style.

Model Features

Precise Artistic Style Reproduction

Highly reproduces the unique brushstrokes and color applications of Impressionist painters like Renoir

LoRA Fine-tuning Technology

Employs Low-Rank Adaptation for efficient style transfer, enhancing specific style representation while maintaining the base model's versatility

Multi-platform Compatibility

Supports mainstream AI painting platforms such as ComfyUI, AUTOMATIC1111, etc.

Model Capabilities

Artistic Style Image Generation

Impressionist Style Conversion

Still Life Scene Rendering

Use Cases

Artistic Creation

Impressionist Still Life Painting Generation

Generates still life paintings with Renoir's style, such as fruit platters, flowers, etc.

samples/6be3d5eb-c7d5-4083-b0ad-ac01570435cb.jpg

Indoor Scene Artistic Rendering

Transforms ordinary indoor scenes into Impressionist-style artworks

samples/3d1e5bbb-add0-48b7-be05-89609529996d.jpg

Educational Applications

Art History Teaching Aid

Quickly generates example images of specific art movements for teaching demonstrations

🚀 Pierre-Auguste-Renoir

This project features a flux-based learning model. It's trained on a carefully - curated collection of high - resolution masterpieces from well - known global artists. Through LoRA fine - tuning, leveraging open - access imagery from institutions like the Art Institute of Chicago, the model can capture the detailed artistic techniques and styles of various historical art movements.

🚀 Quick Start

Trigger words

You should use Renoir 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

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('openfree/pierre-auguste-renoir', weight_name='pierre-auguste-renoir.safetensors')
image = pipeline('a painting of a plate of fruit on a table, with a variety of fruits and vegetables arranged in a colorful and vibrant display. The plate is filled with a mix of different types of fruits, including apples, oranges, bananas, and grapes, and the vegetables are arranged in an aesthetically pleasing way. The colors of the fruits range from bright oranges and yellows to deep reds and purples, creating a vibrant and inviting atmosphere. [trigger]').images[0]
image.save("my_image.png")

✨ Features

The model is trained on high - resolution masterpieces from global artists.
LoRA fine - tuning uses open - access imagery from prestigious institutions.
It can capture the nuances of different historical art movements.

📚 Documentation

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

📄 License

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

Additional Information

Related Models

Gallery

Community

Join our community on Discord

Base Model

Base Model: black - forest - labs/FLUX.1 - dev

Instance Prompt

Instance Prompt: Renoir

Widget Examples

Input Text	Output Image
a painting of a plate of fruit on a table, with a variety of fruits and vegetables arranged in a colorful and vibrant display. The plate is filled with a mix of different types of fruits, including apples, oranges, bananas, and grapes, and the vegetables are arranged in an aesthetically pleasing way. The colors of the fruits range from bright oranges and yellows to deep reds and purples, creating a vibrant and inviting atmosphere. [trigger]	samples/6be3d5eb - c7d5 - 4083 - b0ad - ac01570435cb.jpg
a painting of a vase filled with flowers and fruits on a table, with a chair in the background. The vase is filled with a variety of colorful flowers, including roses, daisies, and lilies, and the fruits are arranged in a pleasing composition. The table is a light wood color and the chair is a dark wood, providing a contrast to the vibrant colors of the flowers and fruit. [trigger]	samples/3d1e5bbb - add0 - 48b7 - be05 - 89609529996d.jpg

Input Text

Output Image

a painting of a plate of fruit on a table, with a variety of fruits and vegetables arranged in a colorful and vibrant display. The plate is filled with a mix of different types of fruits, including apples, oranges, bananas, and grapes, and the vegetables are arranged in an aesthetically pleasing way. The colors of the fruits range from bright oranges and yellows to deep reds and purples, creating a vibrant and inviting atmosphere. [trigger]

samples/6be3d5eb - c7d5 - 4083 - b0ad - ac01570435cb.jpg

a painting of a vase filled with flowers and fruits on a table, with a chair in the background. The vase is filled with a variety of colorful flowers, including roses, daisies, and lilies, and the fruits are arranged in a pleasing composition. The table is a light wood color and the chair is a dark wood, providing a contrast to the vibrant colors of the flowers and fruit. [trigger]

samples/3d1e5bbb - add0 - 48b7 - be05 - 89609529996d.jpg

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご