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--- |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: BertjeWDialDataALLQonly07 |
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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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# BertjeWDialDataALLQonly07 |
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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 the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.1135 |
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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: 0.0001 |
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- train_batch_size: 16 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- gradient_accumulation_steps: 4 |
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- total_train_batch_size: 64 |
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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: 18.0 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-----:|:---------------:| |
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| 2.3589 | 1.0 | 871 | 2.2805 | |
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| 2.2563 | 2.0 | 1742 | 2.2501 | |
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| 2.1936 | 3.0 | 2613 | 2.2419 | |
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| 2.11 | 4.0 | 3484 | 2.2301 | |
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| 2.0311 | 5.0 | 4355 | 2.2320 | |
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| 1.969 | 6.0 | 5226 | 2.2276 | |
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| 1.9148 | 7.0 | 6097 | 2.1621 | |
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| 1.8569 | 8.0 | 6968 | 2.1876 | |
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| 1.7978 | 9.0 | 7839 | 2.2011 | |
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| 1.7602 | 10.0 | 8710 | 2.1280 | |
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| 1.7166 | 11.0 | 9581 | 2.1644 | |
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| 1.6651 | 12.0 | 10452 | 2.1246 | |
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| 1.6141 | 13.0 | 11323 | 2.1264 | |
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| 1.5759 | 14.0 | 12194 | 2.1143 | |
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| 1.5478 | 15.0 | 13065 | 2.0982 | |
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| 1.5311 | 16.0 | 13936 | 2.0993 | |
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| 1.5187 | 17.0 | 14807 | 2.0979 | |
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| 1.4809 | 18.0 | 15678 | 2.0338 | |
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### Framework versions |
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- Transformers 4.13.0.dev0 |
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- Pytorch 1.10.0 |
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- Datasets 1.16.1 |
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- Tokenizers 0.10.3 |
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