Eitanli
/

sentense_pairs_cls

Text Classification

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Model card Files Files and versions Metrics Training metrics Community

Eitanli commited on Jun 29, 2023

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update model card README.md

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@@ -16,8 +16,8 @@ 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 the None dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0221
-- F1: 0.0
 ## Model description
@@ -42,15 +42,17 @@ The following hyperparameters were used during training:
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 3
 ### Training results
-| Training Loss | Epoch | Step | Validation Loss | F1  |
-|:-------------:|:-----:|:----:|:---------------:|:---:|
-| No log        | 1.0   | 304  | 0.0219          | 0.0 |
-| 0.0439        | 2.0   | 608  | 0.0223          | 0.0 |
-| 0.0439        | 3.0   | 912  | 0.0221          | 0.0 |
 ### Framework versions

 This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
 It achieves the following results on the evaluation set:
+- Loss: 0.1556
+- F1: 0.9862
 ## Model description
 - seed: 42
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
+- num_epochs: 5
 ### Training results
+| Training Loss | Epoch | Step | Validation Loss | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:------:|
+| No log        | 1.0   | 304  | 0.1169          | 0.9892 |
+| 0.1084        | 2.0   | 608  | 0.1117          | 0.9892 |
+| 0.1084        | 3.0   | 912  | 0.1191          | 0.9892 |
+| 0.0808        | 4.0   | 1216 | 0.1469          | 0.9892 |
+| 0.0342        | 5.0   | 1520 | 0.1556          | 0.9862 |
 ### Framework versions