Archer Diffusion

🚀 Archer Diffusion

This is a fine - tuned Stable Diffusion model trained on screenshots from the TV - show Archer. Use the tokens "archer style" in your prompts for the desired effect.

🚀 Quick Start

This model can be used just like any other Stable Diffusion model. For more information, please have a look at the Stable Diffusion. You can also export the model to ONNX, MPS and/or FLAX/JAX.

✨ Features

• Trained on screenshots from the TV - show Archer.
• Use the "archer style" token in prompts to get a unique effect.
• Can be used like other Stable Diffusion models and exported to multiple formats.

📦 Installation

#!pip install diffusers transformers scipy torch

💻 Usage Examples

Basic Usage

from diffusers import StableDiffusionPipeline
import torch

model_id = "nitrosocke/archer-diffusion"
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipe = pipe.to("cuda")

prompt = "a magical princess with golden hair, archer style"
image = pipe(prompt).images[0]

image.save("./magical_princess.png")

Advanced Usage

Prompt and settings for portraits:

archer style beautiful portrait of ariana grande Steps: 20, Sampler: Euler a, CFG scale: 7, Seed: 946707299, Size: 512x704

Prompt and settings for landscapes:

archer style suburban street night blue indoor lighting Negative prompt: grey cars Steps: 20, Sampler: Euler a, CFG scale: 7, Seed: 2915669764, Size: 1024x576

Sample Images

Portraits rendered with the model: Celebrities rendered with the model: Landscapes rendered with the model: Animals rendered with the model: Sample images used for training:

🔧 Technical Details

This model was trained using the diffusers based dreambooth training and prior - preservation loss in 4,000 steps and using the train - text - encoder feature.

📄 License

This model is open access and available to all, with a CreativeML OpenRAIL - M license further specifying rights and usage. The CreativeML OpenRAIL License specifies:

1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content
2. The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license
3. You may re - distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL - M to all your users (please read the license entirely and carefully) Please read the full license here

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