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Thesis-ConstructAuxSentence-5
UchihaMadara/Thesis-ConstructAuxSentence-5
Thesis-ConstructAuxSentence-5 is a text classification model from UchihaMadara. Use it when you need a label for a piece of text. It is set up for transformers.
The following hyperparameters were used during training: - learningrate: 2e-05 - trainbatchsize: 24 - evalbatchsize: 24 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lrschedulertype: linear - numepochs:…
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bart
- Access
- Public
- Created
- May 15, 2023
- Updated
- May 15, 2023
- SHA
- a4fd818a
Try a prompt
Model card
From the Hugging Face model README
Pretrained checkpoint: facebook/bart-large-mnli
Traning hyperparameters:
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 24
- eval_batch_size: 24
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- prompt_format: sentence aspect - sentiment
Training results
| Epoch | Train loss | Subtask 3 f1 | Subtask 3 precision | Subtask 3 recall | Subtask4 accuracy |
|---|---|---|---|---|---|
| 1 | 320.1579748761724 | 0.90401218892839 | 0.9427966101694916 | 0.8682926829268293 | 0.8575609756097561 |
| 2 | 143.87716180080315 | 0.9102822580645161 | 0.9416058394160584 | 0.8809756097560976 | 0.8721951219512195 |
| 3 | 55.62059011901874 | 0.9185989146521955 | 0.9291417165668663 | 0.9082926829268293 | 0.8878048780487805 |
- Task
- Text Classification
- Library
- transformers
- Type
- bart
- Created
- May 15, 2023
- Updated
- May 15, 2023