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README.md
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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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datasets:
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- emotion
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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: distilbert-base-uncased-finetuned-emotion
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results:
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- task:
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name: Text Classification
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type: text-classification
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dataset:
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name: emotion
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type: emotion
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config: split
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split: validation
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args: split
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.925
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- name: F1
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type: f1
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value: 0.9251030465068828
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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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# distilbert-base-uncased-finetuned-emotion
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This model
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It achieves the following results on the evaluation set:
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- Loss: 0.2205
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- Accuracy: 0.925
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- F1: 0.9251
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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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| 0.828 | 1.0 | 250 | 0.3206 | 0.907 | 0.9032 |
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| 0.2516 | 2.0 | 500 | 0.2205 | 0.925 | 0.9251 |
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### Framework versions
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- Transformers 4.
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- Pytorch 2.0.1+
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- Datasets 2.13.0
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- Tokenizers 0.13.3
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---
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tags:
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- generated_from_trainer
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datasets:
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- emotion
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model-index:
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- name: distilbert-base-uncased-finetuned-emotion
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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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# distilbert-base-uncased-finetuned-emotion
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This model was trained from scratch on the emotion dataset.
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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 4.28.1
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- Pytorch 2.0.1+cu117
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- Datasets 2.13.0
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- Tokenizers 0.13.3
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