Update README.md

README.md

@@ -2,4 +2,35 @@
 license: other
 license_name: microsoft-research-license
 license_link: LICENSE
----
+---
+
+**DISCLAIMER**: I don't own the weights to this model, this is a property of Microsoft and taken from their official repository : [microsoft/phi-2](https://huggingface.co/microsoft/phi-2).
+The sole purpose of this repository is to use this model through the `transformers` API or to load and use the model using the HuggingFace `transformers` library.
+
+
+# Usage 
+
+First make sure you have the latest version of the `transformers` installed.
+
+```
+pip install -U transformers
+```
+
+Then use the transformers library to load the model from the library itself
+
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+model = AutoModelForCausalLM.from_pretrained("susnato/phi-2")
+tokenizer = AutoTokenizer.from_pretrained("susnato/phi-2")
+
+inputs = tokenizer('''def print_prime(n):
+   """
+   Print all primes between 1 and n
+   """''', return_tensors="pt", return_attention_mask=False)
+
+outputs = model.generate(**inputs, max_length=200)
+text = tokenizer.batch_decode(outputs)[0]
+print(text)
+
+```