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
Commit ·
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README.md
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---
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tags:
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- text-to-image
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- lora
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- diffusers
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- template:diffusion-lora
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widget:
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- output:
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url: images/Flux2-Klein_00374_.png
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text: >-
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ppstyle, an adorable character object of a banana (show the whole banana)
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with an integrated anthropomorphic face (large friendly cartoon eyes and a
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wide smile), set in a pastel children's environment.
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- output:
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url: images/Flux2-Klein_00373_.png
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text: >-
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ppstyle, an adorable character object of a shark (show the whole shark) with
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an integrated anthropomorphic face (large friendly cartoon eyes and a wide
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smile), set in a pastel children's environment.
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- output:
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url: images/Flux2-Klein_00383_.png
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text: >-
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ppstyle, an adorable character object of a beach ball (show the whole beach
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ball) with an integrated anthropomorphic face (large friendly cartoon eyes
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and a wide smile), set in a pastel children's environment.
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base_model: black-forest-labs/FLUX.2-klein-base-9B
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instance_prompt: ppstyle
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license: apache-2.0
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---
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# ChibiCuddle
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<Gallery />
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## Model description
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# ChibiCuddle - Soft 3D Children Style
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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.
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### Style Characteristics
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* **Texture:** Smooth, soft, and "squishy" (marshmallow-like).
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* **Aesthetic:** High-quality 3D render look tailored for children's content.
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* **Colors:** Soft pastel palette (inherent to the model training).
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### Usage and Recommendations
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* **Trigger Word:** `ppstyle`
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* **Recommended Strength:** `0.7`
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* **Prompt Structure:**
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To achieve the best results, use the following template:
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`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.`
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### Technical Training Details
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* **Base Model:** FLUX.2-klein-base-9B
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* **Iterations:** 1750+
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* **Epochs:** 100
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* **Software:** OneTrainer
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* **Hardware:** NVIDIA GeForce RTX 5070 Ti
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### License
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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.
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## Trigger words
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You should use `ppstyle` to trigger the image generation.
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## Download model
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[Download](/EmilioVullo/ChibiCuddle/tree/main) them in the Files & versions tab.
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