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. 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 uninstall -y transformers && pip install git+https://github.com/huggingface/transformers

Then use the transformers library to load the model from the library itself

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)