Update README.md

README.md

@@ -9,4 +9,40 @@ tags:
 - diffusion
 - simpleDiffusion
 - unet
----
+---
+# Model Card for Smithsonian128UNet
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+A pre-trained UNet on the Smithsonain Butterflies 128x128 dataset (HuggingFace).
+
+## Model Details
+
+### Model Description
+
+An EMA model saved at the conclusion of training of an unconditional diffusion model on the Smithsonian Butterflies 128x128 dataset. 
+Trained using the Simple Diffusion paradigm
+
+- **Developed by:** [Gian Favero]
+- **License:** [Apache 2.0]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [https://github.com/faverogian/simpleDiffusion]
+- **Paper [optional]:** [https://arxiv.org/pdf/2301.11093]
+
+## How to Get Started with the Model
+
+Full usage details can be found at the GitHub repository page.
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** 4x 16GB V100
+- **Hours used:** 1 hour
+- **Compute Region:** Canada