Update README.md

README.md

@@ -2,4 +2,20 @@
 license: mit
 language:
 - en
----
+---
+
+## Model Summary
+
+The language model Phi-1.5 is a Transformer with **1.3 billion** parameters. It was trained using the same data sources as [phi-1](https://huggingface.co/microsoft/phi-1), augmented with a new data source that consists of various NLP synthetic texts. When assessed against benchmarks testing common sense, language understanding, and logical reasoning, Phi-1.5 demonstrates a nearly state-of-the-art performance among models with less than 10 billion parameters.
+
+We've trained Microsoft Research's phi-1.5, 1.3B parameter model with chat datasets.
+
+## How to Use
+
+Phi-1.5 has been integrated in the `transformers` version 4.37.0. If you are using a lower version, ensure that you are doing the following:
+
+* When loading the model, ensure that `trust_remote_code=True` is passed as an argument of the `from_pretrained()` function.
+
+The current `transformers` version can be verified with: `pip list | grep transformers`.
+
+