---
license: cc-by-nc-4.0
datasets:
- DL3DV/DL3DV-ALL-2K
base_model:
- black-forest-labs/FLUX.2-klein-base-9B
tags:
- flux
- flux2
- klein
- mlsharp
- ml-sharp
- camera
- gaussian-splats
---

# FLUX.2 klein LoRA - ml-sharp 3D repair

A LoRA for klein 9b base that can repair 3D views from [ml-sharp](https://github.com/apple/ml-sharp), fixing geometry issues and restoring original details.

The prompt is expected to be:

> "Referring to the scene in image 1, restore the perspective of the scene in image 2. Repair the perspective and missing areas. The camera has moved by: {"x":0,"y":0,"z":0,"pitch":0,"yaw":0,"roll":0}"

With the coordinates updated to be the actual relative camera transform.

Trained on ~5k scenes from [DL3DV-10K](https://dl3dv-10k.github.io/DL3DV-10K).

Inference and demo code coming soon.

This LoRA is released under CC BY-NC 4.0 to comply with the non-commercial license of the training data (DL3DV-10K).

![grid-md](https://cdn-uploads.huggingface.co/production/uploads/63340806d4a78a98e9be5a57/TBdwoMchA_vrACkmx7FLN.jpeg)