update model card README.md

README.md

@@ -18,7 +18,7 @@ model-index:
     metrics:
     - name: Matthews Correlation
       type: matthews_correlation
-      value: 0.5931314229261737
+      value: 0.5755298089385917
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -28,8 +28,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [textattack/bert-base-uncased-CoLA](https://huggingface.co/textattack/bert-base-uncased-CoLA) on the glue dataset.
 It achieves the following results on the evaluation set:
-- Loss: 1.2173
-- Matthews Correlation: 0.5931
+- Loss: 0.8318
+- Matthews Correlation: 0.5755
 
 ## Model description
 
@@ -48,43 +48,21 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 3e-05
-- train_batch_size: 64
-- eval_batch_size: 64
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 25
+- num_epochs: 3
 
 ### Training results
 
 | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
 |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
-| No log        | 1.0   | 134  | 0.4971          | 0.5469               |
-| No log        | 2.0   | 268  | 0.5269          | 0.5610               |
-| No log        | 3.0   | 402  | 0.6323          | 0.5521               |
-| 0.1706        | 4.0   | 536  | 0.7076          | 0.5905               |
-| 0.1706        | 5.0   | 670  | 0.7160          | 0.5930               |
-| 0.1706        | 6.0   | 804  | 0.9217          | 0.5397               |
-| 0.1706        | 7.0   | 938  | 0.9129          | 0.5725               |
-| 0.0562        | 8.0   | 1072 | 1.0039          | 0.5687               |
-| 0.0562        | 9.0   | 1206 | 1.1554          | 0.5558               |
-| 0.0562        | 10.0  | 1340 | 1.0369          | 0.5668               |
-| 0.0562        | 11.0  | 1474 | 1.0916          | 0.5829               |
-| 0.027         | 12.0  | 1608 | 1.2173          | 0.5931               |
-| 0.027         | 13.0  | 1742 | 1.2788          | 0.5684               |
-| 0.027         | 14.0  | 1876 | 1.3221          | 0.5619               |
-| 0.0113        | 15.0  | 2010 | 1.3900          | 0.5567               |
-| 0.0113        | 16.0  | 2144 | 1.4093          | 0.5533               |
-| 0.0113        | 17.0  | 2278 | 1.3916          | 0.5527               |
-| 0.0113        | 18.0  | 2412 | 1.4848          | 0.5539               |
-| 0.0081        | 19.0  | 2546 | 1.5134          | 0.5518               |
-| 0.0081        | 20.0  | 2680 | 1.4968          | 0.5748               |
-| 0.0081        | 21.0  | 2814 | 1.5581          | 0.5573               |
-| 0.0081        | 22.0  | 2948 | 1.6561          | 0.5478               |
-| 0.004         | 23.0  | 3082 | 1.5850          | 0.5648               |
-| 0.004         | 24.0  | 3216 | 1.6088          | 0.5619               |
-| 0.004         | 25.0  | 3350 | 1.6116          | 0.5617               |
+| 0.2949        | 1.0   | 535  | 0.5742          | 0.5219               |
+| 0.1852        | 2.0   | 1070 | 0.7226          | 0.5573               |
+| 0.1196        | 3.0   | 1605 | 0.8318          | 0.5755               |
 
 
 ### Framework versions