Instructions to use nitrosocke/redshift-diffusion-768 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use nitrosocke/redshift-diffusion-768 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("nitrosocke/redshift-diffusion-768", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
- DiffusionBee
| license: openrail++ | |
| language: | |
| - en | |
| tags: | |
| - stable-diffusion | |
| - text-to-image | |
| - diffusers | |
| thumbnail: "https://huggingface.co/nitrosocke/redshift-diffusion-768/resolve/main/images/redshift-diffusion-768-thumbnail.jpg" | |
| inference: false | |
| ### Future Diffusion | |
| This is the fine-tuned Stable Diffusion 2.0 model trained on high quality 3D images with a 768x768 pixel resolution. | |
| Use the tokens | |
| `redshift style` | |
| in your prompts for the effect. | |
| Trained on Stability.ai's [Stable Diffusion 2.0](https://huggingface.co/stabilityai/stable-diffusion-2) with 768x768 resolution. | |
| **If you enjoy my work and want to test new models before release, please consider supporting me** | |
| [](https://patreon.com/user?u=79196446) | |
| - **The weights are now available! You can download them here: [redshift-diffusion-768.ckpt](https://huggingface.co/nitrosocke/redshift-diffusion-768/resolve/main/redshift-diffusion-768.ckpt)** | |
| - **You can try out the model online here: [Diffusion Space Demo](https://huggingface.co/spaces/nitrosocke/Diffusion_Space)** | |
| - **or try out this model with my local Diffusers based [Gradio WebUI](https://github.com/nitrosocke/diffusers-webui)** | |
| **Characters rendered with the model:** | |
|  | |
| **Cars and Animals rendered with the model:** | |
|  | |
| **Landscapes rendered with the model:** | |
|  | |
|  | |
| #### Prompt and settings for the Characters: | |
| **redshift style portrait black female cyberpunk hacker tattoos colorful short hair wearing a crop top redshift style Negative Prompt: mutated body double head bad anatomy long face long neck long body text watermark signature** | |
| _Steps: 20, Sampler: Euler a, CFG scale: 7, Size: 768x1024_ | |
| #### Prompt and settings for the Landscapes: | |
| **redshift style beautiful fjord at sunrise Negative Prompt: fog blurry soft** | |
| _Steps: 20, Sampler: Euler a, CFG scale: 7, Size: 1536x768_ | |
| This model was trained using the diffusers based dreambooth training by ShivamShrirao using prior-preservation loss and the _train-text-encoder_ flag in 7.500 steps. | |
| ## License | |
| This model is open access and available to all, with a CreativeML Open RAIL++-M License further specifying rights and usage. | |
| [Please read the full license here](https://huggingface.co/stabilityai/stable-diffusion-2/blob/main/LICENSE-MODEL) |