Jorge Lopez Grisman
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Create README.md
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README.md
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---
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language: en
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tags:
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- sagemaker
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- bert-base-uncased
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- text classification
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license: apache-2.0
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datasets:
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- adecorpusv2
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model-index:
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- name: bert-base-uncased
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---
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## bert-base-uncased
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This model was trained using Amazon SageMaker and the new Hugging Face Deep Learning container.
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## Hyperparameters
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```json
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{
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"do_eval": true,
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"do_train": true,
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"fp16": true,
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"load_best_model_at_end": true,
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"model_name": "bert-base-uncased",
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"num_train_epochs": 10,
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"per_device_eval_batch_size": 16,
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"per_device_train_batch_size": 16,
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"learning_rate":5e-5
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}
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```
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## Validation Metrics
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| key | value |
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| --- | ----- |
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| eval_accuracy | 0.9298021697511167 |
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| eval_auc | 0.8902672664394546 |
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| eval_f1 | 0.827315541601256 |
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| eval_loss | 0.17835010588169098 |
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| eval_recall | 0.8234375 |
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| eval_precision | 0.831230283911672 |
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