fixed typos, updated model size values

README.md

@@ -18,19 +18,19 @@ 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 repository contains tensorrt engines with mixed precission int8 + fp32. You can find prebuilded engines for next GPUs:
+This repository contains TensorRT engines with mixed precission int8 + fp32. You can find prebuilt engines for next GPUs:
 * RTX 4090
 * RTX 3080 Ti
 * RTX 2080 Ti
 
-Source ONNX model generated by [ENOT-AutoDL](https://pypi.org/project/enot-autodl/) and will be published soon.
+ONNX model generated by [ENOT-AutoDL](https://pypi.org/project/enot-autodl/) and will be published soon.
 
 ## Test result
 
 |   |INT8|FP32|
 |---|:---:|:---:|
 | **Lambada Acc** |78.50%|79.54%|
-| **Model size (GB)**  |8.1|23|
+| **Model size (GB)**  |8.5|24.2|
 
 
 ## How to use