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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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model_index: |
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- name: bert-base-dutch-cased-finetuned-gem |
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results: |
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- task: |
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name: Masked Language Modeling |
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type: fill-mask |
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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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# bert-base-dutch-cased-finetuned-gem |
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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 an unkown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.8767 |
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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: 3.0 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 1.7518 | 1.0 | 2133 | 1.8428 | |
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| 1.5679 | 2.0 | 4266 | 1.8729 | |
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| 1.3332 | 3.0 | 6399 | 1.8767 | |
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### Framework versions |
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- Transformers 4.8.2 |
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- Pytorch 1.9.0+cu102 |
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- Datasets 1.9.0 |
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- Tokenizers 0.10.3 |
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