Update README.md

README.md

@@ -39,5 +39,15 @@ with Batch size 4
 for 109 hours
 for 30 epochs
 
+## Usage
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
 
-See the GPT2 model card for considerations on limitations and bias. See the GPT2 documentation for details on GPT2.
+tokenizer = AutoTokenizer.from_pretrained("laurabernardy/LuxGPT2", use_auth_token=True)
+
+model = AutoModelForCausalLM.from_pretrained("laurabernardy/LuxGPT2", use_auth_token=True)
+```
+
+##Limitations and Biases
+
+See the [GPT2 model card](https://huggingface.co/gpt2) for considerations on limitations and bias. See the [GPT2 documentation](https://huggingface.co/transformers/model_doc/gpt2.html) for details on GPT2.