--- title: Krea 2 Character Design emoji: 🎨 colorFrom: indigo colorTo: purple sdk: gradio sdk_version: 5.49.1 app_file: app.py pinned: false license: other short_description: Krea 2 Character Design LoRA on Krea 2 Turbo (ZeroGPU-ready) --- # 🎨 Krea 2 · Character Design A Gradio Space that runs the CivitAI **[[KREA 2] Character Design](https://civitai.com/models/2815175/krea-2-character-design)** LoRA on top of **[`krea/Krea-2-Turbo`](https://huggingface.co/krea/Krea-2-Turbo)** using the diffusers `Krea2Pipeline`. It generates proper character design sheets — front / side / back views, expression studies, colour palettes and accessories. ## How it works - The LoRA lives in the companion HF **dataset** (`models/lora/krea2-character-design.safetensors`) and is downloaded into a local `models/lora/` folder on startup. - Inference runs inside a `@spaces.GPU` allocation (**ZeroGPU-ready**). - Every generation (image + prompt + settings) is archived back to the dataset under `generations/`. ## ⚙️ Required setup This Space depends on **gated** models and a write-enabled token: 1. **Accept the Krea 2 license** with the account whose token you use: - https://huggingface.co/krea/Krea-2-Turbo (and optionally `krea/Krea-2-Raw`) 2. **Add a Space secret** named `HF_TOKEN` = a HF **write** token (needed for the gated base model *and* to save generations to the dataset). 3. **Hardware:** currently set to CPU. Switch to **ZeroGPU** (Settings → Hardware) to actually run the 12B model — it will not generate on CPU. ## Environment variables (optional) | Var | Default | |-----|---------| | `BASE_MODEL` | `krea/Krea-2-Turbo` | | `DATASET_REPO` | `that-username-is-not-available/Krea-Char-Design-Data` | | `LORA_REPO_PATH` | `models/lora/krea2-character-design.safetensors` | | `SAVE_GENERATIONS` | `1` | ## Recommended settings (Turbo) - **Steps:** 8 · **Guidance:** 0.0 · **LoRA strength:** 1.0 - Trigger word `Character design` is auto-prepended (toggle in the UI).