Spaces:
Running on Zero
Running on Zero
| title: Krea 2 Identity Edit | |
| emoji: 🧬 | |
| colorFrom: blue | |
| colorTo: gray | |
| sdk: gradio | |
| sdk_version: 6.20.0 | |
| app_file: app.py | |
| pinned: false | |
| hardware: zero-a10g | |
| python_version: "3.10" | |
| startup_duration_timeout: 45m | |
| short_description: Identity-preserving instruction image editing on Krea 2 | |
| models: | |
| - krea/Krea-2-Turbo | |
| - conradlocke/krea2-identity-edit | |
| # 🧬 Krea 2 Identity Edit | |
| Instruction-based, **identity-preserving** image editing built on | |
| [Krea 2 Turbo](https://huggingface.co/krea/Krea-2-Turbo) with the community LoRA | |
| [`conradlocke/krea2-identity-edit`](https://huggingface.co/conradlocke/krea2-identity-edit). | |
| Give it an image and a plain-language instruction; it edits while preserving what you | |
| didn't ask to change — including the person's likeness. Person re-staging, local edits | |
| (recolor / add / remove / replace), replace-with-reference, and full-image restyles. | |
| ## How it works | |
| Krea 2 is a text-to-image MMDiT; this LoRA turns it into an instruction editor via a | |
| **dual-conditioning** recipe that stock `Krea2Pipeline` does not provide. This Space | |
| reproduces the two custom pieces from the reference | |
| [ComfyUI-Krea2Edit](https://github.com/lbouaraba/comfyui-krea2edit) node pack in plain | |
| diffusers / PyTorch: | |
| - **Grounded encode** — the instruction is encoded *together with the source image* | |
| through the Qwen3-VL text encoder (image tokens inserted via the grounded chat | |
| template), tapping the 12 selected decoder layers. | |
| - **Source patch** — the VAE-encoded source latent is prepended to the transformer | |
| sequence as clean tokens (RoPE frame index: source = 1, target = 0), so appearance is | |
| carried in-context and only the target tokens are denoised. | |
| Default recipe: Turbo, 8 steps, guidance off (Krea convention). `grounding_px` trades | |
| edit adherence (lower) against identity/likeness (higher); 768 is balanced, 1024+ for | |
| people. For removals / large deletions, raise steps and guidance. | |
| *An unofficial community fine-tune of Krea 2 Raw — not affiliated with or endorsed by | |
| Krea.ai, Inc. Weights are distributed under the Krea 2 Community License.* | |