2umm3r
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distilbert-base-uncased-finetuned-cola

Text Classification

generated_from_trainer

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Model card Files Files and versions Metrics Training metrics Community

2umm3r commited on Oct 23, 2021

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update model card README.md

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@@ -19,7 +19,7 @@ model-index:
     metrics:
     - name: Matthews Correlation
       type: matthews_correlation
-      value: 0.5343776508344485
 ---
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -29,8 +29,8 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the glue dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.8424
-- Matthews Correlation: 0.5344
 ## Model description
@@ -61,11 +61,11 @@ The following hyperparameters were used during training:
 | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
 |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
-| 0.5289        | 1.0   | 535  | 0.5045          | 0.4383               |
-| 0.3521        | 2.0   | 1070 | 0.5209          | 0.5099               |
-| 0.2418        | 3.0   | 1605 | 0.6451          | 0.4968               |
-| 0.1807        | 4.0   | 2140 | 0.7265          | 0.5252               |
-| 0.1298        | 5.0   | 2675 | 0.8424          | 0.5344               |
 ### Framework versions

     metrics:
     - name: Matthews Correlation
       type: matthews_correlation
+      value: 0.5155709926752544
 ---
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the glue dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.7816
+- Matthews Correlation: 0.5156
 ## Model description
 | Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
 |:-------------:|:-----:|:----:|:---------------:|:--------------------:|
+| 0.5291        | 1.0   | 535  | 0.5027          | 0.4092               |
+| 0.3492        | 2.0   | 1070 | 0.5136          | 0.4939               |
+| 0.2416        | 3.0   | 1605 | 0.6390          | 0.5056               |
+| 0.1794        | 4.0   | 2140 | 0.7816          | 0.5156               |
+| 0.1302        | 5.0   | 2675 | 0.8836          | 0.5156               |
 ### Framework versions