update model card README.md

README.md

@@ -0,0 +1,54 @@
+---
+language: en
+license: apache-2.0
+library_name: diffusers
+tags: []
+datasets: huggan/smithsonian_butterflies_subset
+metrics: []
+---
+
+<!-- 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. -->
+
+# ddpm-butterflies-128
+
+## Model description
+
+This diffusion model is trained with the [🤗 Diffusers](https://github.com/huggingface/diffusers) library 
+on the `huggan/smithsonian_butterflies_subset` dataset.
+
+## Intended uses & limitations
+
+#### How to use
+
+```python
+# TODO: add an example code snippet for running this diffusion pipeline
+```
+
+#### Limitations and bias
+
+[TODO: provide examples of latent issues and potential remediations]
+
+## Training data
+
+[TODO: describe the data used to train the model]
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0001
+- train_batch_size: 16
+- eval_batch_size: 16
+- gradient_accumulation_steps: 1
+- optimizer: AdamW with betas=(None, None), weight_decay=None and epsilon=None
+- lr_scheduler: None
+- lr_warmup_steps: 500
+- ema_inv_gamma: None
+- ema_inv_gamma: None
+- ema_inv_gamma: None
+- mixed_precision: fp16
+
+### Training results
+
+📈 [TensorBoard logs](https://huggingface.co/Dimus/ddpm-butterflies-128/tensorboard?#scalars)
+