Update README.md

README.md

@@ -15,38 +15,11 @@ base_model: black-forest-labs/FLUX.1-dev
 ---
 ![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
+This repository provides a checkpoint with trained LoRA cute korean girl 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 demo_lora_inference.py \
-    --checkpoint lora.safetensors \
-    --prompt " handsome girl in a suit covered with bold tattoos and holding a pistol. Animatrix illustration style, 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)