Instructions to use EmilioVullo/ChibiCuddle with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use EmilioVullo/ChibiCuddle with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.2-klein-base-9B", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("EmilioVullo/ChibiCuddle") prompt = "ppstyle, an adorable character object of a banana (show the whole banana) with an integrated anthropomorphic face (large friendly cartoon eyes and a wide smile), set in a pastel children's environment." 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/Flux2-Klein_00374_.png | |
| text: >- | |
| ppstyle, an adorable character object of a banana (show the whole banana) | |
| with an integrated anthropomorphic face (large friendly cartoon eyes and a | |
| wide smile), set in a pastel children's environment. | |
| - output: | |
| url: images/Flux2-Klein_00373_.png | |
| text: >- | |
| ppstyle, an adorable character object of a shark (show the whole shark) with | |
| an integrated anthropomorphic face (large friendly cartoon eyes and a wide | |
| smile), set in a pastel children's environment. | |
| - output: | |
| url: images/Flux2-Klein_00383_.png | |
| text: >- | |
| ppstyle, an adorable character object of a beach ball (show the whole beach | |
| ball) with an integrated anthropomorphic face (large friendly cartoon eyes | |
| and a wide smile), set in a pastel children's environment. | |
| base_model: black-forest-labs/FLUX.2-klein-base-9B | |
| instance_prompt: ppstyle | |
| license: other | |
| # ChibiCuddle | |
| <Gallery /> | |
| ## Model description | |
| # ChibiCuddle - Soft 3D Children Style | |
| ChibiCuddle is a specialized style LoRA for **FLUX.2-klein-9B**, designed to create adorable, marshmallow-like toy aesthetics. It excels at generating soft surfaces, organic shapes, and integrated pastel environments. | |
| ### Style Characteristics | |
| * **Texture:** Smooth, soft, and "squishy" (marshmallow-like). | |
| * **Aesthetic:** High-quality 3D render look tailored for children's content. | |
| * **Colors:** Soft pastel palette (inherent to the model training). | |
| ### Usage and Recommendations | |
| * **Trigger Word:** `ppstyle` | |
| * **Recommended Strength:** `0.7` | |
| * **Prompt Structure:** | |
| To achieve the best results, use the following template: | |
| `ppstyle, an adorable character object of a [DEFINED_OBJECT] (show the whole [DEFINED_OBJECT]) with an integrated anthropomorphic face (large friendly cartoon eyes and a wide smile), set in a pastel children's environment.` | |
| ### Technical Training Details | |
| * **Base Model:** FLUX.2-klein-base-9B | |
| * **Iterations:** 1750+ | |
| * **Epochs:** 100 | |
| * **Software:** OneTrainer | |
| * **Hardware:** NVIDIA GeForce RTX 5070 Ti | |
| ### License | |
| This model follows the license of the base model (FLUX.2-klein). Please ensure your use cases comply with the terms provided by Black Forest Labs. | |
| ## Trigger words | |
| You should use `ppstyle` to trigger the image generation. | |
| ## Download model | |
| [Download](/EmilioVullo/ChibiCuddle/tree/main) them in the Files & versions tab. |