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--- |
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license: mit |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: mlm-20230513-indobert-large-p1-combined-pt2 |
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results: [] |
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datasets: |
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- intanm/financial_news_id_v1.0 |
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- intanm/indonesian_financial_statements |
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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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# mlm-20230513-indobert-large-p1-combined-pt2 |
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This model is a fine-tuned version of [intanm/mlm-20230511-indobert-large-p1-combined-pt1](https://huggingface.co/intanm/mlm-20230511-indobert-large-p1-combined-pt1) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.5631 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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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: 8 |
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- eval_batch_size: 8 |
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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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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| No log | 1.0 | 284 | 1.7032 | |
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| 1.2951 | 2.0 | 568 | 1.7223 | |
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| 1.2951 | 3.0 | 852 | 1.6875 | |
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| 1.178 | 4.0 | 1136 | 1.6720 | |
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| 1.178 | 5.0 | 1420 | 1.6049 | |
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| 1.1282 | 6.0 | 1704 | 1.6413 | |
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| 1.1282 | 7.0 | 1988 | 1.5871 | |
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| 1.1464 | 8.0 | 2272 | 1.5668 | |
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| 1.2244 | 9.0 | 2556 | 1.5620 | |
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| 1.2244 | 10.0 | 2840 | 1.5776 | |
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### Framework versions |
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- Transformers 4.29.1 |
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- Pytorch 2.0.0+cu118 |
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- Datasets 2.12.0 |
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- Tokenizers 0.13.3 |
