Update README.md

README.md

@@ -18,9 +18,6 @@ base_model: runwayml/stable-diffusion-v1-5
 inference: true
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-<!-- This model card has been generated automatically according to the information the training script had access to. You
-should probably proofread and complete it, then remove this comment. -->
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 # LoRA text2image fine-tuning - animanatwork/illustrations-lora
 These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the animanatwork/text_to_image_dataset dataset. 
@@ -34,7 +31,7 @@ Some images from the dataset:
 </div>
 
 
-Some images generated from the model:
+Some images generated from the model using the prompt: "a stylized illustration of a woman sitting in a comfortable chair, reading a book. She is wearing a hat, and her expression appears focused and calm. A black cat is also depicted, sitting beside her and looking at the book, suggesting a shared moment of quiet and companionship. The woman is dressed in a casual outfit with yellow shoes, and the overall color scheme is simple, using black, white, and yellow. The setting seems cozy and peaceful, ideal for reading."
 
 <div style="display: flex; justify-content: space-between;">
   <img src="./image_0.png" width="25%" />
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 </div>
 
 ## Intended uses & limitations
+Do NOT use in production. This model was purely created for research purposes. 
 
 #### How to use
 
@@ -57,4 +55,8 @@ Some images generated from the model:
 
 ## Training details
 
+- The model was trained on the "animanatwork/text_to_image_dataset" dataset using 10_000 training step (default is 15_000) and took several hours to train. For more details see [Colab notebook](https://colab.research.google.com/drive/1CePJWR2sfYW-w0oPuiIdJzuc82Z6yYHt#scrollTo=QzKEQJYkUv2Q).
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 [TODO: describe the data used to train the model]