diffusers text-to-image stable-diffusion lora image-generation flux safetensors base_model:black-forest-labs/FLUX.1-dev base_model:adapter:black-forest-labs/FLUX.1-dev license:other region:us
---
base_model: black-forest-labs/FLUX.1-dev
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
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- image-generation
- flux
- safetensors
widget:
- text: Installation art style, A colorful inflatable bear is wrapped in a clear plastic
    bag against a white background,dolls made from inflatable garbage bags,colorful,huge
    toys,on a white background,artist's exhibition,environmental art,
  output:
    url: images/6e086917898ed6abfa2ee8b7534efdeb741fe03022d2aeaf7fc27c79.jpg
- text: Installation art style, Inflatable transparent plastic bag full of Coke bottles
  output:
    url: images/42e944819b43869a03dc252d10409b5944a62494c7082816121016f9.jpg
- text: A colorful plastic-wrapped figure resembling a bird sits against a white background
    with a transparent plastic bag draped over its shoulder
  output:
    url: images/2063ac89e584b7507cc1d11535987e8ec48f43c61bb12b8a6865d2ac.jpg
instance_prompt: Inflatable plastic bag
---
# FLUX.1-dev-LoRA-Garbage-Bag-Art

This is a LoRA (Garbage-Bag-Art) trained on FLUX.1-dev by [Hongke](https://www.shakker.ai/userpage/b1f1d4128cec474c8085576e6c9fb761/publish) on [Shakker AI](https://www.shakker.ai/modelinfo/0210878e637047c6bad4db62ebfcefe8?from=feed).

<div class="container">
  <img src="./poster.jpg" width="1024"/>
</div>

## Showcases
<Gallery />


## Trigger words

You should use `Inflatable plastic bag` as trigger words. The recommended scale is `1.0` in diffusers.

## Inference

```python
import torch
from diffusers import FluxPipeline

pipe = FluxPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16)
pipe.load_lora_weights("Shakker-Labs/FLUX.1-dev-LoRA-Garbage-Bag-Art", weight_name="FLUX-dev-lora-Garbage-Bag-Art.safetensors")
pipe.fuse_lora(lora_scale=1.1)
pipe.to("cuda")

prompt = "Installation art style, A colorful inflatable bear is wrapped in a clear plastic bag against a white background,dolls made from inflatable garbage bags,colorful,huge toys,on a white background,artist's exhibition,environmental art,"

image = pipe(prompt, 
             num_inference_steps=24, 
             guidance_scale=3.5,
            ).images[0]
image.save(f"example.png")
```

## Online Inference

You can also download this model at [Shakker AI](https://www.shakker.ai/modelinfo/ae11c92961ac493e819a5a24b6fa1cbc?from=personal_page), where we provide an online interface to generate images.


## Acknowledgements
This model is trained by our copyrighted users [Hongke](https://www.shakker.ai/userpage/b1f1d4128cec474c8085576e6c9fb761/publish). We release this model under permissions. The model follows [flux-1-dev-non-commercial-license](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
