๐ Van Gogh
This project developed a flux - based learning model trained on a curated collection of high - resolution masterpieces from famous global artists. Through LoRA fine - tuning with high - quality open - access imagery from institutions like the Art Institute of Chicago, the model can capture the nuanced artistic techniques and stylistic elements of diverse historical art movements.
๐ Quick Start
Trigger words
You should use gogh 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](/openfree/van - gogh/tree/main) them in the Files & versions tab.
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/van-gogh', weight_name='van-gogh.safetensors')
image = pipeline('a self-portrait of Vincent van Gogh, painted by the renowned artist himself. The painting is composed of a variety of colors, including blues, greens, yellows, and reds, creating a vibrant and lively atmosphere. The man in the painting has a serious expression on his face, and his eyes are focused intently on something in the distance. His hair is dark and his beard is full and well-groomed. He is wearing a white shirt and a dark coat, and the background is a mix of blues and greens. [trigger]').images[0]
image.save("my_image.png")
โจ Features
This model is trained on a curated collection of high - resolution masterpieces from renowned global artists. It can capture the nuanced artistic techniques and stylistic elements across diverse historical art movements.
๐ฆ Installation
The weights of this model are available in Safetensors format. You can [Download](/openfree/van - gogh/tree/main) them in the Files & versions tab.
๐ป Usage Examples
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('openfree/van-gogh', weight_name='van-gogh.safetensors')
image = pipeline('a self-portrait of Vincent van Gogh, painted by the renowned artist himself. The painting is composed of a variety of colors, including blues, greens, yellows, and reds, creating a vibrant and lively atmosphere. The man in the painting has a serious expression on his face, and his eyes are focused intently on something in the distance. His hair is dark and his beard is full and well-groomed. He is wearing a white shirt and a dark coat, and the background is a mix of blues and greens. [trigger]').images[0]
image.save("my_image.png")
๐ Documentation
For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers.
๐ License
This model uses the flux - 1 - dev - non - commercial - license. You can view the license details at [https://huggingface.co/black - forest - labs/FLUX.1 - dev/blob/main/LICENSE.md](https://huggingface.co/black - forest - labs/FLUX.1 - dev/blob/main/LICENSE.md).
๐ Related Links
๐ฅ Community
Join our community on Discord: https://discord.gg/openfreeai
๐ผ๏ธ Gallery
๐ Samples
| Input Text |
Output Image |
| a self - portrait of Vincent van Gogh, painted by the renowned artist himself. The painting is composed of a variety of colors, including blues, greens, yellows, and reds, creating a vibrant and lively atmosphere. The man in the painting has a serious expression on his face, and his eyes are focused intently on something in the distance. His hair is dark and his beard is full and well - groomed. He is wearing a white shirt and a dark coat, and the background is a mix of blues and greens. [trigger] |
samples/1746161368958__000001000_0.jpg |
| a painting of a bedroom with a bed, two chairs, a table with various objects on it, a window, a door, and photo frames on the wall. The painting is done in a style reminiscent of Vincent van Gogh's bedroom, with the bed and chairs in the foreground and the window and door in the background. [trigger] |
samples/1746161398920__000001000_1.jpg |
| Vincent van Gogh's painting of two boats on the Seine at Argenteuil, with a person sitting in one of the boats, surrounded by trees and a bridge in the background, and a sky above. [trigger] |
samples/1746161428908__000001000_2.jpg |
| A swirling night sky filled with luminous stars and a crescent moon, painted in bold, expressive brushstrokes of deep blues, vibrant yellows, and flowing whites. Below the dramatic, turbulent heavens lies a peaceful village with a prominent church spire reaching toward the sky. Cypress trees rise dramatically in the foreground, creating a dark, flowing silhouette against the cosmic dance above. The entire scene captures both serenity and cosmic energy through thick, textured paint and the characteristic swirling patterns that define Vincent van Gogh's unique post - impressionist style. The stars pulse with their own light, each surrounded by radiating circles of energy, while the landscape appears to be in motion, as if the boundary between earth and sky is dissolving in waves of celestial movement. gogh |
[samples/b784ca17 - 8381 - 455c - a290 - fffb233df8fb.jpg](samples/b784ca17 - 8381 - 455c - a290 - fffb233df8fb.jpg) |
%20--%3e%3cdefs%3e%3cstyle%3e%20.st0%20{%20fill:%20%23061b40;%20}%20.st1%20{%20fill:%20%23306af1;%20}%20.st2%20{%20fill:%20%235ce5cf;%20}%20%3c/style%3e%3c/defs%3e%3cg%3e%3cpath%20class='st0'%20d='M55,10.5h9v3h-9v9h12V7.5h-12v3ZM64,19.5h-6v-3h6v3Z'/%3e%3cpolygon%20class='st0'%20points='69%2016.5%2078%2016.5%2078%2019.5%2069%2019.5%2069%2022.5%2081%2022.5%2081%2013.5%2072%2013.5%2072%2010.5%2081%2010.5%2081%207.5%2069%207.5%2069%2016.5'/%3e%3cpolygon%20class='st0'%20points='95%2010.5%2095%207.5%2083%207.5%2083%2022.5%2095%2022.5%2095%2019.5%2086%2019.5%2086%2016.5%2095%2016.5%2095%2013.5%2086%2013.5%2086%2010.5%2095%2010.5'/%3e%3cpath%20class='st0'%20d='M40,1.5v21h11.6l1.4-1.4v-7.6h0c0,0-1.4-1.5-1.4-1.5l1.4-1.4V2.9l-1.4-1.4h-11.6ZM50,19.5h-7v-6h7v6ZM50,10.5h-7v-6h7v6Z'/%3e%3c/g%3e%3cpath%20class='st1'%20d='M23.1,24L14.7,4.8l-4.9,11.2h3.8l-1.8,4H3.3L12.1,0H2C.9,0,0,.9,0,2v20c0,1.1.9,2,2,2h21.1Z'/%3e%3cpath%20class='st2'%20d='M34,0h-16.8l10.6,24h6.2c1.1,0,2-.9,2-2V2C36,.9,35.1,0,34,0ZM32.5,20h-4V4h4v16Z'/%3e%3c/svg%3e)
