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Training in progress epoch 0

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  1. README.md +7 -26
  2. tf_model.h5 +1 -1
  3. tokenizer.json +1 -6
README.md CHANGED
@@ -15,10 +15,10 @@ probably proofread and complete it, then remove this comment. -->
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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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- - Train Loss: 0.5371
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- - Validation Loss: 0.5436
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- - Train Accuracy: 0.8077
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- - Epoch: 19
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  ## Model description
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@@ -37,38 +37,19 @@ More information needed
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 30, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
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  - training_precision: float32
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  ### Training results
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  | Train Loss | Validation Loss | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:--------------:|:-----:|
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- | 0.6881 | 0.6649 | 0.6058 | 0 |
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- | 0.6504 | 0.6287 | 0.6827 | 1 |
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- | 0.6153 | 0.5912 | 0.6635 | 2 |
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- | 0.5746 | 0.5595 | 0.7308 | 3 |
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- | 0.5558 | 0.5436 | 0.8077 | 4 |
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- | 0.5554 | 0.5436 | 0.8077 | 5 |
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- | 0.5513 | 0.5436 | 0.8077 | 6 |
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- | 0.5516 | 0.5436 | 0.8077 | 7 |
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- | 0.5518 | 0.5436 | 0.8077 | 8 |
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- | 0.5597 | 0.5436 | 0.8077 | 9 |
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- | 0.5506 | 0.5436 | 0.8077 | 10 |
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- | 0.5510 | 0.5436 | 0.8077 | 11 |
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- | 0.5497 | 0.5436 | 0.8077 | 12 |
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- | 0.5565 | 0.5436 | 0.8077 | 13 |
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- | 0.5440 | 0.5436 | 0.8077 | 14 |
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- | 0.5517 | 0.5436 | 0.8077 | 15 |
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- | 0.5493 | 0.5436 | 0.8077 | 16 |
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- | 0.5456 | 0.5436 | 0.8077 | 17 |
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- | 0.5524 | 0.5436 | 0.8077 | 18 |
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- | 0.5371 | 0.5436 | 0.8077 | 19 |
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  ### Framework versions
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  - Transformers 4.35.2
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  - TensorFlow 2.15.0
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- - Datasets 2.15.0
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  - Tokenizers 0.15.0
 
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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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+ - Train Loss: 0.6872
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+ - Validation Loss: 0.6614
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+ - Train Accuracy: 0.6154
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+ - Epoch: 0
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  ## Model description
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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+ - optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': False, 'is_legacy_optimizer': False, 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 30, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
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  - training_precision: float32
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  ### Training results
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  | Train Loss | Validation Loss | Train Accuracy | Epoch |
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  |:----------:|:---------------:|:--------------:|:-----:|
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+ | 0.6872 | 0.6614 | 0.6154 | 0 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
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  - Transformers 4.35.2
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  - TensorFlow 2.15.0
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+ - Datasets 2.16.0
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  - Tokenizers 0.15.0
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