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dadashzadeh
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tiny-bert-Sentiment-persian

Text Classification
Transformers
TensorBoard
Safetensors
Persian
bert
Generated from Trainer
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End of training

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  1. README.md +10 -10
  2. model.safetensors +1 -1
  3. runs/Jul11_01-39-49_0acce8ee3931/events.out.tfevents.1720661990.0acce8ee3931.378.16 +3 -0
  4. runs/Jul11_01-39-49_0acce8ee3931/events.out.tfevents.1720662325.0acce8ee3931.378.17 +3 -0
  5. 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 [dadashzadeh/tiny-bert-Sentiment-persian](https://huggingface.co/dadashzadeh/tiny-bert-Sentiment-persian) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6537
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- - Accuracy: 0.7387
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  ## Model description
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@@ -49,14 +49,14 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 0.6273 | 1.0 | 716 | 0.6794 | 0.7201 |
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- | 0.6336 | 2.0 | 1432 | 0.6611 | 0.7348 |
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- | 0.628 | 3.0 | 2148 | 0.6538 | 0.7451 |
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- | 0.6239 | 4.0 | 2864 | 0.6601 | 0.7343 |
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- | 0.6214 | 5.0 | 3580 | 0.6546 | 0.7374 |
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- | 0.618 | 6.0 | 4296 | 0.6476 | 0.7443 |
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- | 0.6136 | 7.0 | 5012 | 0.6484 | 0.7447 |
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- | 0.619 | 8.0 | 5728 | 0.6537 | 0.7387 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [dadashzadeh/tiny-bert-Sentiment-persian](https://huggingface.co/dadashzadeh/tiny-bert-Sentiment-persian) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.6505
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+ - Accuracy: 0.7430
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.6005 | 1.0 | 716 | 0.6749 | 0.7257 |
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+ | 0.6088 | 2.0 | 1432 | 0.6620 | 0.7356 |
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+ | 0.6056 | 3.0 | 2148 | 0.6506 | 0.7464 |
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+ | 0.6029 | 4.0 | 2864 | 0.6562 | 0.7382 |
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+ | 0.6032 | 5.0 | 3580 | 0.6517 | 0.7404 |
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+ | 0.6024 | 6.0 | 4296 | 0.6458 | 0.7469 |
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+ | 0.6 | 7.0 | 5012 | 0.6458 | 0.7482 |
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+ | 0.6065 | 8.0 | 5728 | 0.6505 | 0.7430 |
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  ### Framework versions
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