Training in progress epoch 0
Browse files- README.md +7 -26
- tf_model.h5 +1 -1
- tokenizer.json +1 -6
README.md
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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.
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- Validation Loss: 0.
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- Train Accuracy: 0.
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- Epoch:
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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':
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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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| 0.6504 | 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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| 0.5371 | 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.
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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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tf_model.h5
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 267951808
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version https://git-lfs.github.com/spec/v1
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oid sha256:81372f7ab8ff254e900ebe85b84122885436ec29a16c84fa8d19a324af0348cc
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size 267951808
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tokenizer.json
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{
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"version": "1.0",
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"truncation":
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"direction": "Right",
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"max_length": 512,
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"strategy": "LongestFirst",
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"stride": 0
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},
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"padding": null,
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"added_tokens": [
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"version": "1.0",
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"truncation": null,
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"padding": null,
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"added_tokens": [
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{
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