Training complete
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README.md
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---
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license: apache-2.0
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base_model:
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tags:
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- generated_from_trainer
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metrics:
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# bert-goemotions-15epochs-run2
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This model is a fine-tuned version of [
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy Thresh: 0.
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- F1 weighted:
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- F1 macro:
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- Accuracy:
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- Recall weighted:
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- Recall macro:
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh | F1 weighted
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### Framework versions
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---
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license: apache-2.0
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base_model: bert-base-cased
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tags:
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- generated_from_trainer
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metrics:
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# bert-goemotions-15epochs-run2
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This model is a fine-tuned version of [bert-base-cased](https://huggingface.co/bert-base-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1154
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- Accuracy Thresh: 0.9616
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- F1 weighted: 0.3672
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- F1 macro: 0.2835
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- Accuracy: 0.4083
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- Recall weighted: 0.4083
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- Recall macro: 0.2851
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh | F1 weighted | F1 macro | Accuracy | Recall weighted | Recall macro |
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|:-------------:|:-----:|:-----:|:---------------:|:---------------:|:-----------:|:--------:|:--------:|:---------------:|:------------:|
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| 0.1322 | 1.0 | 5283 | 0.1205 | 0.9609 | 0.3371 | 0.2432 | 0.3944 | 0.3944 | 0.2539 |
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| 0.1189 | 2.0 | 10566 | 0.1165 | 0.9614 | 0.3573 | 0.2726 | 0.4062 | 0.4062 | 0.2835 |
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| 0.114 | 3.0 | 15849 | 0.1154 | 0.9616 | 0.3672 | 0.2835 | 0.4083 | 0.4083 | 0.2851 |
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| 0.1098 | 4.0 | 21132 | 0.1157 | 0.9613 | 0.3743 | 0.2929 | 0.4019 | 0.4019 | 0.2996 |
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| 0.1059 | 5.0 | 26415 | 0.1172 | 0.9609 | 0.3751 | 0.2959 | 0.4002 | 0.4002 | 0.3049 |
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| 0.1023 | 6.0 | 31698 | 0.1173 | 0.9610 | 0.3779 | 0.3012 | 0.3986 | 0.3986 | 0.3135 |
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| 0.0988 | 7.0 | 36981 | 0.1188 | 0.9603 | 0.3805 | 0.3082 | 0.3925 | 0.3925 | 0.3175 |
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| 0.0956 | 8.0 | 42264 | 0.1199 | 0.9601 | 0.3803 | 0.3044 | 0.3973 | 0.3973 | 0.3129 |
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### Framework versions
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model.safetensors
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runs/Nov15_03-23-21_b4e21ea9cd63/events.out.tfevents.1700021515.b4e21ea9cd63.3918.1
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