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--- |
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language: |
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- nl |
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tags: |
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- generated_from_trainer |
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base_model: GroNLP/bert-base-dutch-cased |
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datasets: |
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- GroNLP/dutch-cola |
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metrics: |
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- accuracy |
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widget: |
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- text: Jan wandelt zijn schoenen. |
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- text: Oud genoeg voor de disco is Marie nog niet. |
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model-index: |
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- name: bertje-dutch-cola |
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results: [] |
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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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# bertje-dutch-cola |
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This model is a fine-tuned version of [GroNLP/bert-base-dutch-cased](https://huggingface.co/GroNLP/bert-base-dutch-cased) on [Dutch CoLA](https://huggingface.co/datasets/GroNLP/dutch-cola). |
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It achieves the following results on the evaluation set: |
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- Loss: 0.7208 |
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- Accuracy: 0.7792 |
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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: 32 |
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- eval_batch_size: 32 |
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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: 3 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | |
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|:-------------:|:-----:|:----:|:---------------:|:--------:| |
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| 0.5395 | 1.0 | 622 | 0.6046 | 0.7346 | |
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| 0.3626 | 2.0 | 1244 | 0.5864 | 0.7808 | |
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| 0.261 | 3.0 | 1866 | 0.7208 | 0.7792 | |
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### Framework versions |
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- Transformers 4.39.0 |
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- Pytorch 2.2.1+cu121 |
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- Datasets 2.19.0 |
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- Tokenizers 0.15.2 |
