Update README.md

README.md

@@ -69,6 +69,31 @@ git lfs install
 git clone https://huggingface.co/datasets/FER-Universe/DiffusionFER
 ```
 
+### Pre-trained model
+
+You can easily download and use pre-trained __Swin Transformer__ model with the `Diffusion_Emotion_S` dataset.
+
+Later, Transformer models with the `Diffusion_Emotion_M` or `Diffusion_Emotion_L` will be released.
+
+```python
+from transformers import AutoFeatureExtractor, AutoModelForImageClassification
+
+extractor = AutoFeatureExtractor.from_pretrained("kdhht2334/autotrain-diffusion-emotion-facial-expression-recognition-40429105176")
+
+model = AutoModelForImageClassification.from_pretrained("kdhht2334/autotrain-diffusion-emotion-facial-expression-recognition-40429105176")
+```
+
+Or just clone the model repo
+
+
+```bash
+git lfs install
+git clone https://huggingface.co/kdhht2334/autotrain-diffusion-emotion-facial-expression-recognition-40429105176
+```
+
+  - Quick links: [huggingface model documentation](https://huggingface.co/docs/transformers/main/en/model_doc/swin#transformers.SwinForImageClassification)
+
+
 
 ### Sample Gallery