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QuophyDzifa
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Sentiment-Analysis-Model

Text Classification
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PyTorch
distilbert
Generated from Trainer
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  1. README.md +25 -25
  2. pytorch_model.bin +1 -1
README.md CHANGED
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  ---
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- license: mit
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- base_model: roberta-base
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  tags:
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  - generated_from_trainer
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  model-index:
@@ -13,10 +13,10 @@ should probably proofread and complete it, then remove this comment. -->
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  # Sentiment-Analysis-Model
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- This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6099
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- - F1 Score: 0.7455
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  ## Model description
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@@ -47,26 +47,26 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 Score |
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  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
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- | 0.7757 | 0.5 | 500 | 0.7391 | 0.6777 |
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- | 0.7274 | 1.0 | 1000 | 0.7487 | 0.6850 |
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- | 0.6895 | 1.5 | 1500 | 0.6636 | 0.7252 |
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- | 0.6588 | 2.0 | 2000 | 0.6453 | 0.7388 |
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- | 0.5942 | 2.5 | 2500 | 0.7994 | 0.7433 |
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- | 0.5943 | 3.0 | 3000 | 0.6099 | 0.7455 |
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- | 0.5081 | 3.5 | 3500 | 0.7501 | 0.7475 |
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- | 0.5252 | 4.0 | 4000 | 0.7490 | 0.7537 |
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- | 0.4445 | 4.5 | 4500 | 1.0240 | 0.7316 |
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- | 0.4357 | 5.0 | 5000 | 0.9267 | 0.7455 |
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- | 0.3588 | 5.5 | 5500 | 1.1925 | 0.7345 |
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- | 0.3886 | 6.0 | 6000 | 1.0273 | 0.7252 |
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- | 0.3234 | 6.5 | 6500 | 1.0530 | 0.7541 |
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- | 0.3214 | 7.0 | 7000 | 1.2064 | 0.7506 |
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- | 0.2868 | 7.5 | 7500 | 1.3049 | 0.7350 |
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- | 0.2444 | 8.0 | 8000 | 1.3876 | 0.7439 |
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- | 0.2076 | 8.5 | 8500 | 1.4192 | 0.7354 |
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- | 0.2124 | 9.0 | 9000 | 1.5205 | 0.7353 |
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- | 0.1819 | 9.5 | 9500 | 1.5081 | 0.7449 |
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- | 0.1722 | 10.0 | 10000 | 1.5103 | 0.7425 |
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  ### Framework versions
 
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  ---
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+ license: apache-2.0
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+ base_model: distilbert-base-uncased
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  tags:
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  - generated_from_trainer
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  model-index:
 
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  # Sentiment-Analysis-Model
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+ This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.6341
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+ - F1 Score: 0.7433
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 Score |
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  |:-------------:|:-----:|:-----:|:---------------:|:--------:|
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+ | 0.7237 | 0.5 | 500 | 0.7344 | 0.6485 |
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+ | 0.6736 | 1.0 | 1000 | 0.6388 | 0.7211 |
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+ | 0.5567 | 1.5 | 1500 | 0.6341 | 0.7433 |
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+ | 0.5545 | 2.0 | 2000 | 0.6415 | 0.7283 |
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+ | 0.3937 | 2.5 | 2500 | 0.9178 | 0.7519 |
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+ | 0.4011 | 3.0 | 3000 | 0.8236 | 0.7299 |
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+ | 0.2682 | 3.5 | 3500 | 1.1102 | 0.7275 |
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+ | 0.2861 | 4.0 | 4000 | 1.1426 | 0.7364 |
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+ | 0.1812 | 4.5 | 4500 | 1.4815 | 0.7308 |
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+ | 0.1799 | 5.0 | 5000 | 1.4337 | 0.7379 |
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+ | 0.1126 | 5.5 | 5500 | 1.4890 | 0.7252 |
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+ | 0.1518 | 6.0 | 6000 | 1.5440 | 0.7237 |
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+ | 0.0823 | 6.5 | 6500 | 1.5481 | 0.7240 |
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+ | 0.0873 | 7.0 | 7000 | 1.7067 | 0.7327 |
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+ | 0.0639 | 7.5 | 7500 | 1.8163 | 0.7357 |
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+ | 0.0594 | 8.0 | 8000 | 1.7709 | 0.7365 |
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+ | 0.0492 | 8.5 | 8500 | 1.8467 | 0.7347 |
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+ | 0.0422 | 9.0 | 9000 | 1.8768 | 0.7296 |
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+ | 0.0365 | 9.5 | 9500 | 1.9187 | 0.7313 |
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+ | 0.0263 | 10.0 | 10000 | 1.9447 | 0.7296 |
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  ### Framework versions
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