Update README.md

README.md

@@ -1,17 +1,16 @@
 ---
-license: creativeml-openrail-m
+license: apache-2.0
 tags:
 - text-to-image
 ---
-### Tessa3 on Stable Diffusion via Dreambooth
-#### model by etweedy
-This your the Stable Diffusion model fine-tuned the Tessa3 concept taught to Stable Diffusion with Dreambooth.
-It can be used by modifying the `instance_prompt`: **a photo of \<tessa\> dog**
+### Tessa on Stable Diffusion v1.5 via Dreambooth
+####
+This is a Stable Diffusion (v1.5) model fine-tuned on the concept of my dog, Tessa, usiung the Dreambooth method: https://dreambooth.github.io/
+To use the model, try modifying the basic prompt: \"**a photo of \<tessa\> dog**\".
 
-You can also train your own concepts and upload them to the library by using [this notebook](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/sd_dreambooth_training.ipynb).
-And you can run your new concept via `diffusers`: [Colab Notebook for Inference](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/sd_dreambooth_inference.ipynb), [Spaces with the Public Concepts loaded](https://huggingface.co/spaces/sd-dreambooth-library/stable-diffusion-dreambooth-concepts)
+The model was fine-tuned for 1200 steps with a learning rate of 2e-6, using 15 images of Tessa and 500 class regularization images.  The class images were generated in advance by Stable Diffusion v1.5 using the prompt "Photo of a dog".
 
-Here are the images used for training this concept:
+Here are the images of Tessa used for training this concept:
 ![image 0](https://huggingface.co/etweedy/tessa3/resolve/main/concept_images/13.jpeg)
         ![image 1](https://huggingface.co/etweedy/tessa3/resolve/main/concept_images/14.jpeg)
         ![image 2](https://huggingface.co/etweedy/tessa3/resolve/main/concept_images/10.jpeg)
@@ -26,5 +25,4 @@ Here are the images used for training this concept:
         ![image 11](https://huggingface.co/etweedy/tessa3/resolve/main/concept_images/4.jpeg)
         ![image 12](https://huggingface.co/etweedy/tessa3/resolve/main/concept_images/1.jpeg)
         ![image 13](https://huggingface.co/etweedy/tessa3/resolve/main/concept_images/7.jpeg)
-        ![image 14](https://huggingface.co/etweedy/tessa3/resolve/main/concept_images/0.jpeg)
-        
+        ![image 14](https://huggingface.co/etweedy/tessa3/resolve/main/concept_images/0.jpeg)