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sd-laion-art
Fnatax75811ekpostacom/sd-laion-art
sd-laion-art is a text-to-image model from Fnatax75811ekpostacom. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as creativeml-openrail-m.
This pipeline was finetuned from stabilityai/stable-diffusion-2-1 on the fantasyfish/laion-art dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['A man in a sui…
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At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Access
- Public
- Created
- Apr 7, 2024
- Updated
- Apr 7, 2024
- SHA
- f286fa44
Base models
Datasets
Model card
From the Hugging Face model README
Text-to-image finetuning - Fnatax75811ekpostacom/sd-laion-art
This pipeline was finetuned from stabilityai/stable-diffusion-2-1 on the fantasyfish/laion-art dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['A man in a suit']:
Pipeline usage
You can use the pipeline like so:
from diffusers import DiffusionPipeline
import torch
pipeline = DiffusionPipeline.from_pretrained("Fnatax75811ekpostacom/sd-laion-art", torch_dtype=torch.float16)
prompt = "A man in a suit"
image = pipeline(prompt).images[0]
image.save("my_image.png")
Training info
These are the key hyperparameters used during training:
- Epochs: 100
- Learning rate: 1e-05
- Batch size: 16
- Gradient accumulation steps: 4
- Image resolution: 512
- Mixed-precision: bf16
More information on all the CLI arguments and the environment are available on your wandb run page.
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Created
- Apr 7, 2024
- Updated
- Apr 7, 2024