Instructions to use nDimensional/SciStyle_subset with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use nDimensional/SciStyle_subset with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("nDimensional/SciStyle_subset", 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 Settings
- Draw Things
- DiffusionBee
| license: creativeml-openrail-m | |
| library_name: diffusers | |
| tags: | |
| - text-to-image | |
| - StableDiffusion | |
| - Stable-Diffusion | |
| - image-generation | |
| - SD1.5 | |
| - SDv1.5 | |
| - image-generation | |
| <style> | |
| img { | |
| max-width: 100%; | |
| height: auto; | |
| } | |
| figcaption { | |
| font-style: italic; | |
| color: white; | |
| padding: 2px; | |
| text-align: center; | |
| } | |
| </style> | |
| --- | |
| <div cclass="title" align="center"> | |
| <font size="12" color="Cyan"><span style="font-family:Arial">SciStyle</span></font> | |
| </div> | |
| <figure> | |
| <img src="https://huggingface.co/Schisim/SciStyle_subset/resolve/main/images/SciStyle-v2_Grid.jpg?download=true" alt="v2 Grid" width=2048/> | |
| <figcaption>Images generated with SciStyle_v2</figcaption> | |
| </figure> | |
| --- | |
| <div class="v1Info" style='font-family:Monospace'> | |
| <font size="4" color="red"><b>V1</b></font><br> | |
| <b>Base Model</b>: Stable Diffusion v1.5<br> | |
| <b>Type</b>: Fine-Tune<br> | |
| <b>Clip Skip</b>: 1<br> | |
| <b>Medium</b>: MultiMedium (Anime, Painting, Digital Art, 3D Render, Comic Illustration)<br> | |
| <b>Caption Style</b>: Natural Language + Booru style.<br> | |
| <b>Dataset Size</b>: Subset, ~1k images<br> | |
| </div> | |
| --- | |
| <div class="v2Info" style='font-family:Monospace'> | |
| <font size="4" color="red"><b>V2</b></font><br> | |
| <b>Base Model</b>: Stable Diffusion v1.5<br> | |
| <b>Type</b>: Fine-Tune<br> | |
| <b>Clip Skip</b>: 1<br> | |
| <b>Medium</b>: MultiMedium<br> | |
| <b>Caption Style</b>: Natural Language + Booru Style<br> | |
| <b>Dataset Size</b>: ~4k images<br> | |
| </div> | |
| <div> | |
| <font size="4"><i>What's new in v2?</i></font> | |
| <ul> | |
| <li>More races/species from various Sci-fi and Fantasy universes.</li> | |
| <li>Started fine-tuning photo manipulation into the model for more abstract generations. This idea has since been abandoned and will be moved to its own dedicated photo manipulation model.</li> | |
| </ul> | |
| </div> | |
| ---- | |
| <div class="v3Info" style='font-family:Monospace'> | |
| <font size="4" color="red"><b>Science n' Dungeons</b></font><br> | |
| <b>Base Model</b>: Stable Diffusion v1.5<br> | |
| <b>Type</b>: Fine-Tune<br> | |
| <b>Clip Skip</b>: 1<br> | |
| <b>Medium</b>: MultiMedium<br> | |
| <b>Caption Style</b>: Natural Language + Booru Style<br> | |
| <b>Dataset Size</b>: ~4.5k images<br> | |
| </div> | |
| <div> | |
| <font size="4"><i>What's new in Science n' Dungeons?</i></font> | |
| <ul> | |
| <li>v2 with fine-tune on DnD race/monsters dataset</li> | |
| <li><b>Note</b>: Less multimedium than v2</li> | |
| </ul> | |
| </div> | |