|
|
--- |
|
|
tags: |
|
|
- text-to-image |
|
|
- flux |
|
|
- lora |
|
|
- diffusers |
|
|
- template:sd-lora |
|
|
- ai-toolkit |
|
|
widget: |
|
|
- text: 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] |
|
|
output: |
|
|
url: samples/1746156739522__000001000_0.jpg |
|
|
- text: Paul Cezanne's painting of a village by the sea, with houses, trees, and |
|
|
mountains in the background, and a sky above. [trigger] |
|
|
output: |
|
|
url: samples/1746156769965__000001000_1.jpg |
|
|
- text: Paul Cezanne's painting of a village nestled in the countryside, with houses, |
|
|
trees, and a sky with clouds in the background. [trigger] |
|
|
output: |
|
|
url: samples/1746156800419__000001000_2.jpg |
|
|
base_model: black-forest-labs/FLUX.1-dev |
|
|
instance_prompt: Cezanne |
|
|
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 |
|
|
--- |
|
|
|
|
|
# paul-cezanne |
|
|
|
|
|
I developed a flux-based learning model trained on a curated collection of high-resolution masterpieces from renowned global artists. This LoRA fine-tuning process leveraged the exceptional quality of open-access imagery released by prestigious institutions including the Art Institute of Chicago. The resulting model demonstrates remarkable capability in capturing the nuanced artistic techniques and stylistic elements across diverse historical art movements. |
|
|
- https://huggingface.co/openfree/claude-monet |
|
|
- https://huggingface.co/openfree/pierre-auguste-renoir |
|
|
- https://huggingface.co/openfree/paul-cezanne |
|
|
- https://huggingface.co/openfree/van-gogh |
|
|
- https://huggingface.co/openfree/winslow-homer |
|
|
<Gallery /> |
|
|
|
|
|
## Trigger words |
|
|
|
|
|
You should use `Cezanne` 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/paul-cezanne/tree/main) them in the Files & versions tab. |
|
|
|
|
|
## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers) |
|
|
|
|
|
```py |
|
|
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/paul-cezanne', weight_name='paul-cezanne.safetensors') |
|
|
image = pipeline('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]').images[0] |
|
|
image.save("my_image.png") |
|
|
``` |
|
|
## Community: https://discord.gg/openfreeai |
|
|
|
|
|
For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters) |
|
|
|
|
|
|
