flux-RealismLora / README.md
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---
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.
language:
- en
pipeline_tag: text-to-image
tags:
- LoRA
- Stable Diffusion
- image-generation
- Flux
---
![Lora Photorealism for Flux](https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/light/lora-photorealism-header-rev1.png?raw=true)
This repository provides a checkpoint with trained LoRA photorealism for
[FLUX.1-dev model](https://huggingface.co/black-forest-labs/FLUX.1-dev) by Black Forest Labs
![Example Picture 1](https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/examples/picture-6-rev1.png?raw=true)
# Training details
[XLabs AI](https://github.com/XLabs-AI) team is happy to publish fune-tuning Flux scripts, including:
- **LoRA** πŸ”₯
- **ControlNet** πŸ”₯
[See our github](https://github.com/XLabs-AI/x-flux) for train script and train configs.
# Training Dataset
Dataset has the following format for the training process:
```
β”œβ”€β”€ images/
β”‚ β”œβ”€β”€ 1.png
β”‚ β”œβ”€β”€ 1.json
β”‚ β”œβ”€β”€ 2.png
β”‚ β”œβ”€β”€ 2.json
β”‚ β”œβ”€β”€ ...
```
A .json file contains "caption" field with a text prompt.
# Inference
```bash
python3 demo_lora_inference.py \
--checkpoint lora.safetensors \
--prompt "A handsome girl in a suit covered with bold tattoos and holding a pistol. fantasy style, natural photo cinematic"
```
![Example Picture 1](https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/examples/picture-0-rev1.png?raw=true)
# License
lora.safetensors falls under the [FLUX.1 [dev]](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md) Non-Commercial License<br/>