README.md

---
base_model: stabilityai/stable-diffusion-3.5-large
library_name: diffusers
license: other
instance_prompt: an icon of trpfrog
widget:
- text: an icon of trpfrog eating ramen
  output:
    url: images/example_ramen.png
- text: an icon of trpfrog holding signs that says "Hello World!"
  output:
    url: images/example_helloworld.png
- text: an icon of trpfrog wearing sunglasses
  output:
    url: images/example_sunglass.png
- text: an icon of trpfrog in fire
  output:
    url: images/example_fire.png
- text: an icon of trpfrog saying “TrpFrog”
  output:
    url: images/example_316yoknj1.png
tags:
- text-to-image
- diffusers-training
- diffusers
- lora
- template:sd-lora
- sd3.5-large
- sd3.5
- sd3.5-diffusers
datasets:
- trpfrog/trpfrog-icons
- Prgckwb/trpfrog-icons-dreambooth

---

<!-- This model card has been generated automatically according to the information the training script had access to. You
should probably proofread and complete it, then remove this comment. -->


# SD3.5-Large DreamBooth LoRA - Prgckwb/trpfrog-sd3.5-large-lora

<Gallery />

## Model description

These are Prgckwb/trpfrog-sd3.5-large-lora DreamBooth LoRA weights for stabilityai/stable-diffusion-3.5-large.

The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [SD3 diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_sd3.md).

Was LoRA for the text encoder enabled? False.

## Trigger words

You should use `an icon of trpfrog` to trigger the image generation.

## Download model

[Download the *.safetensors LoRA](Prgckwb/trpfrog-sd3.5-large-lora/tree/main) 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(
    'stabilityai/stable-diffusion-3.5-large', 
    torch_dtype=torch.float16
).to('cuda')

pipeline.load_lora_weights(
    'Prgckwb/trpfrog-sd3.5-large-lora', 
    weight_name='pytorch_lora_weights.safetensors'
)
image = pipeline('an icon of trpfrog').images[0]
image.save('trpfrog.png')
```

### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke

- **LoRA**: download **[`pytorch_lora_weights.safetensors` here 💾](/Prgckwb/trpfrog-sd3.5l-lora-2/blob/main/pytorch_lora_weights.safetensors)**.
    - Rename it and place it on your `models/Lora` folder.
    - On AUTOMATIC1111, load the LoRA by adding `<lora:your_new_name:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).

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)

## License

Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md).