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Ransaka
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Sinhala-comment-classifier

Text Classification
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Safetensors
bert
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Ransaka commited on
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End of training

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  1. README.md +6 -9
  2. model.safetensors +1 -1
  3. runs/Dec02_18-08-08_0c1b7c8a2656/events.out.tfevents.1701540488.0c1b7c8a2656.1555.7 +3 -0
  4. training_args.bin +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [Ransaka/sinhala-bert-medium-v2](https://huggingface.co/Ransaka/sinhala-bert-medium-v2) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.1610
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- - Accuracy: 0.9692
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  ## Model description
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@@ -43,18 +43,15 @@ The following hyperparameters were used during training:
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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- - num_epochs: 5
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 0.279 | 0.78 | 100 | 0.2297 | 0.9441 |
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- | 0.1572 | 1.56 | 200 | 0.1215 | 0.9635 |
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- | 0.0823 | 2.34 | 300 | 0.1393 | 0.9635 |
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- | 0.0557 | 3.12 | 400 | 0.1206 | 0.9669 |
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- | 0.0209 | 3.91 | 500 | 0.1480 | 0.9692 |
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- | 0.0059 | 4.69 | 600 | 0.1610 | 0.9692 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [Ransaka/sinhala-bert-medium-v2](https://huggingface.co/Ransaka/sinhala-bert-medium-v2) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.1381
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+ - Accuracy: 0.9681
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  ## Model description
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  - seed: 42
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  - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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  - lr_scheduler_type: linear
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+ - num_epochs: 3
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.284 | 0.78 | 100 | 0.1764 | 0.9544 |
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+ | 0.1662 | 1.56 | 200 | 0.1954 | 0.9453 |
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+ | 0.0763 | 2.34 | 300 | 0.1381 | 0.9681 |
 
 
 
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  ### Framework versions
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