Update README.md

README.md

@@ -212,11 +212,11 @@ accelerate launch train_dreambooth_lora_sd3_miniature.py \
   --checkpointing_steps=500 \
   --seed="3234290"
 
-### With prior preservation and more flexible training script
+### With prior preservation and a more flexible training script 
 
 Training notebook with prior preservation, using more flexible framework: [SD3_DreamBooth-LoRA_Fine-Tune-with-prior-preservation.ipynb](https://huggingface.co/lamm-mit/stable-diffusion-3-medium-leaf-inspired/resolve/main/SD3_DreamBooth-LoRA_Fine-Tune-with-prior-preservation.ipynb)
 
-The notebook automatically downloads the training code. 
+The notebook automatically downloads the training code ```launch train_dreambooth_lora_sd3.py```. 
 
 ```raw
 accelerate launch train_dreambooth_lora_sd3.py \
@@ -247,3 +247,15 @@ accelerate launch train_dreambooth_lora_sd3.py \
 ```
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/PQrUWTt7S0l5S62zgjeNo.png)
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+![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/GdQlPVZ2NKoPbO69O95wU.png)
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+![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/uSXtkG1CSfkhq9JHHeWvV.png)
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+![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/CLeDOghDw9q5WNNmAg2h9.png)