Training in progress epoch 0
Browse files- README.md +7 -8
- config.json +12 -4
- tf_model.h5 +2 -2
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: 0.9274
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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': '
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- training_precision:
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### Training results
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| Train Loss | Validation Loss |
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| 0.
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### Framework versions
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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: 0.4673
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- Validation Loss: 0.1937
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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': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 3000, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
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- training_precision: mixed_float16
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### Training results
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| Train Loss | Validation Loss | Epoch |
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|:----------:|:---------------:|:-----:|
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| 0.4673 | 0.1937 | 0 |
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### Framework versions
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config.json
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "
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"1": "
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},
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"initializer_range": 0.02,
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"label2id": {
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"
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"
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"dropout": 0.1,
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"hidden_dim": 3072,
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"id2label": {
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"0": "SADNESS",
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"1": "JOY ",
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"2": "LOVE",
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"3": "ANGER",
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"4": "FEAR",
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"5": "SURPRISE "
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},
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"initializer_range": 0.02,
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"label2id": {
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"ANGER": 3,
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"FEAR ": 4,
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"JOY": 1,
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"LOVE": 2,
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"SADNESS": 0,
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"SURPRISE ": 5
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},
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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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
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version https://git-lfs.github.com/spec/v1
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size 267964096
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