Commit
·
0f8d314
1
Parent(s):
b6c9459
add result
Browse files
README.md
CHANGED
|
@@ -16,14 +16,20 @@ tags:
|
|
| 16 |
- neural-compressor
|
| 17 |
---
|
| 18 |
|
| 19 |
-
|
| 20 |
|
| 21 |
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.
|
| 22 |
|
| 23 |
-
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).
|
| 24 |
|
|
|
|
| 25 |
|
| 26 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
|
| 28 |
Download the model and script by cloning the repository:
|
| 29 |
```shell
|
|
|
|
| 16 |
- neural-compressor
|
| 17 |
---
|
| 18 |
|
| 19 |
+
# INT8 GPT-J 6B
|
| 20 |
|
| 21 |
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.
|
| 22 |
|
| 23 |
+
This int8 ONNX 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).
|
| 24 |
|
| 25 |
+
## Test result
|
| 26 |
|
| 27 |
+
| |INT8|FP32|
|
| 28 |
+
|---|:---:|:---:|
|
| 29 |
+
| **Model size (GB)** |13|23|
|
| 30 |
+
|
| 31 |
+
|
| 32 |
+
## How to use
|
| 33 |
|
| 34 |
Download the model and script by cloning the repository:
|
| 35 |
```shell
|