afaji/summerschool-bert-hate
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- model.safetensors +1 -1
README.md
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base_model: bert-base-uncased
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tags:
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- generated_from_trainer
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model-index:
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- name: summerschool-bert-hate
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results: []
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This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 8.0752
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- eval_samples_per_second: 123.836
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- eval_steps_per_second: 7.802
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- epoch: 0.3552
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- step: 200
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 2
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### Framework versions
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- Transformers 4.41.2
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base_model: bert-base-uncased
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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- f1
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model-index:
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- name: summerschool-bert-hate
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results: []
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This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.4316
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- Accuracy: 0.5118
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- F1: 0.4331
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 2
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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|:-------------:|:------:|:----:|:---------------:|:--------:|:------:|
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| 0.5997 | 0.1776 | 100 | 0.5804 | 0.699 | 0.6939 |
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| 0.5313 | 0.3552 | 200 | 0.5262 | 0.731 | 0.7310 |
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| 0.4578 | 0.5329 | 300 | 0.5004 | 0.756 | 0.7557 |
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| 0.4562 | 0.7105 | 400 | 0.4935 | 0.762 | 0.7630 |
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| 0.411 | 0.8881 | 500 | 0.4921 | 0.757 | 0.7579 |
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| 0.3869 | 1.0657 | 600 | 0.4913 | 0.765 | 0.7661 |
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| 0.323 | 1.2433 | 700 | 0.5352 | 0.758 | 0.7593 |
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| 0.3074 | 1.4210 | 800 | 0.5124 | 0.766 | 0.7669 |
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| 0.3043 | 1.5986 | 900 | 0.5107 | 0.764 | 0.7647 |
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| 0.3193 | 1.7762 | 1000 | 0.5056 | 0.769 | 0.7701 |
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| 0.3324 | 1.9538 | 1100 | 0.4894 | 0.769 | 0.7700 |
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### Framework versions
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- Transformers 4.41.2
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model.safetensors
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size 437958648
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