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andytillo1/
dog_20240816_120550_LoRA

Name: dog_20240816_120550_LoRA
Availability: InStock

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language: en license: creativeml-openrail-m tags:

lora
stable-diffusion-xl
dog datasets:
your-dataset-name-here metrics:
FID---

dog LoRA Model

This model is a LoRA (Low-Rank Adaption) model fine-tuned for generating images of pets using stable-diffusion-xl-base-1.0.

Model Description

Model: pets LoRA
Base Model: stabilityai/stable-diffusion-xl-base-1.0
Dataset: Custom dataset of pets images.
Resolution: 1024x1024
Number of Training Steps: 500

Intended Use

For generating images of pets.
You can use this model to create fun and realistic images.

Training Data

The dataset consists of custom images of pets in various poses and contexts.

Limitations

The model may not generalize well to other instances of pets with significantly different appearances.

How to Use

python

from diffusers import DiffusionPipeline
import torch

pipe = DiffusionPipeline.from_pretrained("andytillo1/dog_20240816_120550_LoRA")
pipe.to("cuda" if torch.cuda.is_available() else "cpu")

prompt = "A photo of a dog"
image = pipe(prompt=prompt).images[0]
image.show()