Instructions to use peculiar/sbgrid with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use peculiar/sbgrid with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("krea/Krea-2-Raw", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("peculiar/sbgrid") prompt = "-" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
| tags: | |
| - text-to-image | |
| - lora | |
| - diffusers | |
| - template:diffusion-lora | |
| widget: | |
| - output: | |
| url: images/rgthree.compare._temp_qkicb_00069_.png | |
| text: '-' | |
| - output: | |
| url: images/rgthree.compare._temp_qkicb_00067_.png | |
| text: '-' | |
| - output: | |
| url: images/rgthree.compare._temp_qkicb_00065_.png | |
| text: '-' | |
| - output: | |
| url: images/rgthree.compare._temp_qkicb_00035_.png | |
| text: '-' | |
| base_model: krea/Krea-2-Raw | |
| instance_prompt: sbgrid, eight panel storyboard, 6 panel storyboard | |
| # Krea2_sbgrid | |
| <Gallery /> | |
| ## Model description | |
| # Cinematic Storyboard Generator LoRA | |
| A LoRA trained to generate **coherent 8-panel cinematic storyboards from character, environment, and visual references**. | |
| The model is designed to understand sequential visual storytelling rather than simply reproducing a static storyboard layout. It generates panels with deliberate changes in camera framing, perspective, composition, character performance, action, and environmental context to create a visual progression from beginning to end. | |
| ### Key Features | |
| * 8-panel cinematic storyboard generation | |
| * Sequential visual storytelling | |
| * Strong shot-to-shot continuity | |
| * Character consistency across panels | |
| * Environment and spatial continuity | |
| * Cinematic camera language | |
| * Wide, medium, close-up, POV, over-the-shoulder, low-angle, high-angle and other varied shot types | |
| * Action progression and visual pacing | |
| * Character interaction and performance | |
| * Establishing shots and environmental storytelling | |
| * Visual escalation, climax and payoff | |
| * Professional production-storyboard composition | |
| ### Style-Aware Generation | |
| This LoRA is **not restricted to a single artistic style**. | |
| It is designed to work alongside a supplied visual reference and preserve the reference's fundamental visual language. | |
| For example: | |
| * Photorealistic reference → photorealistic storyboard | |
| * Anime reference → anime storyboard | |
| * Manga reference → manga-style storyboard | |
| * 3D/CGI reference → 3D/CGI storyboard | |
| * Painterly reference → painterly storyboard | |
| * Stylized concept art → matching stylized storyboard | |
| * Other distinctive visual styles → preserve the supplied visual aesthetic | |
| The objective is to make the **storyboard structure and cinematic visual storytelling consistent while allowing the source reference to determine the visual style**. | |
| ### Training Concept | |
| The dataset consists of diverse cinematic storyboard sequences covering different characters, environments, genres, actions, compositions and visual styles. | |
| The training focuses on learning: | |
| **story progression + cinematic shot design + panel composition + continuity** | |
| rather than memorizing specific characters, locations or stories. | |
| ### Recommended Trigger | |
| `STORYBOARD8` | |
| Example concept: | |
| `STORYBOARD8, eight-panel cinematic storyboard of a woman entering an abandoned hotel and discovering a mysterious figure` | |
| The LoRA is intended to be used with a compatible image-generation model capable of following reference images and maintaining visual consistency. | |
| ### Intended Use | |
| Ideal for: | |
| * Film pre-visualization | |
| * Music video storyboards | |
| * Animation planning | |
| * Short-film development | |
| * Video-generation planning | |
| * Character action sequences | |
| * Cinematic concept development | |
| * Visual storytelling | |
| * Shot planning | |
| * AI video prompt development | |
| This LoRA is intended to turn a **character + environment + story concept into a visually directed sequence of cinematic shots**, rather than simply producing eight variations of the same image. | |
| ## Trigger words | |
| You should use `sbgrid` to trigger the image generation. | |
| You should use `eight panel storyboard` to trigger the image generation. | |
| You should use `6 panel storyboard` to trigger the image generation. | |
| ## Download model | |
| [Download](/peculiar/sbgrid/tree/main) them in the Files & versions tab. | |