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End of training

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README.md ADDED
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+ ---
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+ license: mit
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+ base_model: indobenchmark/indobert-base-p1
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: text-classification-p1
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # text-classification-p1
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+
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+ This model is a fine-tuned version of [indobenchmark/indobert-base-p1](https://huggingface.co/indobenchmark/indobert-base-p1) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.2636
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+ - Balanced Accuracy: 0.7994
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 16
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 10
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Balanced Accuracy |
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+ |:-------------:|:-----:|:----:|:---------------:|:-----------------:|
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+ | 0.7964 | 1.0 | 166 | 0.9239 | 0.7087 |
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+ | 0.6617 | 2.0 | 332 | 0.8031 | 0.7454 |
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+ | 0.3777 | 3.0 | 498 | 0.8557 | 0.7721 |
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+ | 0.227 | 4.0 | 664 | 0.9777 | 0.7939 |
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+ | 0.1234 | 5.0 | 830 | 1.0658 | 0.7928 |
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+ | 0.1506 | 6.0 | 996 | 1.1731 | 0.7920 |
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+ | 0.0913 | 7.0 | 1162 | 1.2047 | 0.7927 |
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+ | 0.132 | 8.0 | 1328 | 1.2619 | 0.7978 |
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+ | 0.0599 | 9.0 | 1494 | 1.2636 | 0.7994 |
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+ | 0.0259 | 10.0 | 1660 | 1.2661 | 0.7992 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.41.2
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+ - Pytorch 2.3.0+cu121
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+ - Datasets 2.19.2
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+ - Tokenizers 0.19.1
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