azherali
/

bert_paraphrase

Text Classification

paraphrase-detection

sentence-pair-classification

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azherali commited on Aug 21

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489bb01

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1 Parent(s): 9641d8e

End of training

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@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.7141
-- Accuracy: 0.8284
-- F1: 0.8837
 ## Model description
@@ -52,9 +52,9 @@ The following hyperparameters were used during training:
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
-| No log        | 1.0   | 230  | 0.4218          | 0.8260   | 0.8683 |
-| No log        | 2.0   | 460  | 0.5311          | 0.8284   | 0.8818 |
-| 0.2553        | 3.0   | 690  | 0.7141          | 0.8284   | 0.8837 |
 ### Framework versions

 This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.4042
+- Accuracy: 0.8676
+- F1: 0.9078
 ## Model description
 | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1     |
 |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
+| No log        | 1.0   | 230  | 0.3894          | 0.8309   | 0.8836 |
+| No log        | 2.0   | 460  | 0.3511          | 0.8505   | 0.8964 |
+| 0.4061        | 3.0   | 690  | 0.4042          | 0.8676   | 0.9078 |
 ### Framework versions