Merge branch 'main' of https://huggingface.co/Intel/bert-base-uncased-CoLA-int8 into main

README.md

@@ -22,14 +22,14 @@ metrics:
 
 This is an INT8  PyTorch model quantized with [huggingface/optimum-intel](https://github.com/huggingface/optimum-intel) through the usage of [Intel® Neural Compressor](https://github.com/intel/neural-compressor). 
 
-The original fp32 model comes from the fine-tuned model [Intel/bert-base-uncased-mrpc](https://huggingface.co/textattack/bert-base-uncased-CoLA).
+The original fp32 model comes from the fine-tuned model [textattack/bert-base-uncased-CoLA](https://huggingface.co/textattack/bert-base-uncased-CoLA).
 
 #### Test result
 
 |   |INT8|FP32|
 |---|:---:|:---:|
-| **Accuracy (eval-f1)** |0.5451|0.5339|
-| **Model size (MB)**  |388|438|
+| **Accuracy (eval-f1)** |0.6336|0.6335|
+| **Model size (MB)**  |112|438|
 
 #### Load with optimum: