update

README.md

@@ -20,14 +20,14 @@ tags:
 
 GPT-J 6B is a transformer model trained using Ben Wang's [Mesh Transformer JAX](https://github.com/kingoflolz/mesh-transformer-jax/). "GPT-J" refers to the class of model, while "6B" represents the number of trainable parameters.
 
-This int8 model is generated with [neural-compressor](https://github.com/intel/neural-compressor) and the fp32 model is from this [repo](https://huggingface.co/OWG/gpt-j-6B).
+This int8 model is generated by [neural-compressor](https://github.com/intel/neural-compressor) and the fp32 model is from this [repo](https://huggingface.co/OWG/gpt-j-6B).
 
 
 # How to use
 
-Download the model and script by cloning the repository by
+Download the model and script by cloning the repository:
 ```shell
 git clone https://huggingface.co/Intel/gpt-j-6B-int8-static`
 ```
 
-Then you do inference based on the model and script.
+Then you can do inference based on the model and script 'evaluation.ipynb'.