DiederikMartens
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End of training
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README.md
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---
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license: mit
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base_model: google-bert/bert-base-german-cased
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tags:
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- generated_from_trainer
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metrics:
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- f1
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model-index:
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- name: gBERT_sa_cv_11_fold7
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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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# gBERT_sa_cv_11_fold7
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This model is a fine-tuned version of [google-bert/bert-base-german-cased](https://huggingface.co/google-bert/bert-base-german-cased) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4731
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- F1: 0.6922
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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: 4.47e-05
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- train_batch_size: 16
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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 | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| No log | 1.0 | 226 | 0.3510 | 0.5551 |
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| No log | 2.0 | 452 | 0.4080 | 0.6206 |
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| 0.3383 | 3.0 | 678 | 0.4731 | 0.6922 |
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### Framework versions
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- Transformers 4.41.0
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- Pytorch 2.3.0+cu121
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- Datasets 2.19.1
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- Tokenizers 0.19.1
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runs/May28_04-43-38_47a8d4292732/events.out.tfevents.1716872134.47a8d4292732.100114.15
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version https://git-lfs.github.com/spec/v1
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oid sha256:b9996eb2a5b732df553bdb2d5276faddac19751b7d4643c9a74a51641aa96ba8
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size 405
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