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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.*
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