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flux-lora-collection

Text-to-Image
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LoRA
Stable Diffusion
image-generation
Flux
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flux-lora-collection
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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 LoRAs 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** 🔥
- **ControlNet** 🔥

[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:

```
├── images/
│    ├── 1.png
│    ├── 1.json
│    ├── 2.png
│    ├── 2.json
│    ├── ...
```
A .json file contains "caption" field with a text prompt.

# Inference
#
```bash
python3 main.py \
--prompt "A handsome man in a suit, 25 years old, cool, futuristic" \
--lora_repo_id XLabs-AI/flux-lora-collection --lora_name mjv6_lora.safetensors \
--device cuda:4 --offload --use_lora --model_type flux-dev-fp8 --width 1024 --height 1024
```

![Example Picture 1](https://github.com/XLabs-AI/x-flux/blob/main/assets/readme/examples/result_13.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/>