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--- |
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license: apache-2.0 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: SAE-distilbert-base-uncased |
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results: [] |
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widget: |
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- text: "Wind noise was detected coming from the car [MASK] closure system." |
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example_title: "Closure system" |
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--- |
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# SAE-distilbert-base-uncased |
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the [jgammack/SAE-door-abstracts](https://huggingface.co/datasets/jgammack/SAE-door-abstracts) dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.2970 |
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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: 15 |
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- eval_batch_size: 15 |
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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: 15 |
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- mixed_precision_training: Native AMP |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 2.5323 | 1.0 | 37 | 2.4503 | |
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| 2.4968 | 2.0 | 74 | 2.4571 | |
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| 2.4688 | 3.0 | 111 | 2.4099 | |
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| 2.419 | 4.0 | 148 | 2.3343 | |
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| 2.4229 | 5.0 | 185 | 2.3072 | |
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| 2.4067 | 6.0 | 222 | 2.2927 | |
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| 2.3877 | 7.0 | 259 | 2.2836 | |
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| 2.374 | 8.0 | 296 | 2.3767 | |
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| 2.3582 | 9.0 | 333 | 2.2493 | |
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| 2.356 | 10.0 | 370 | 2.2847 | |
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| 2.3294 | 11.0 | 407 | 2.3234 | |
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| 2.3358 | 12.0 | 444 | 2.2660 | |
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| 2.3414 | 13.0 | 481 | 2.2887 | |
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| 2.3154 | 14.0 | 518 | 2.3737 | |
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| 2.311 | 15.0 | 555 | 2.2686 | |
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### Framework versions |
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- Transformers 4.16.2 |
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- Pytorch 1.10.0+cu111 |
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- Datasets 1.18.3 |
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- Tokenizers 0.11.0 |
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