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google-fnet-base
Mahmoud8/google-fnet-base
google-fnet-base is a text classification model from Mahmoud8. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- fnet
- Access
- Public
- Created
- Oct 30, 2023
- Updated
- Oct 30, 2023
- SHA
- 6dc85f38
Try a prompt
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
google-fnet-base
This model is a fine-tuned version of google/fnet-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2442
- F1 Score: 0.9558
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 Score |
|---|---|---|---|---|
| 0.1884 | 1.0 | 3492 | 0.2634 | 0.9354 |
| 0.162 | 2.0 | 6984 | 0.2878 | 0.9371 |
| 0.0795 | 3.0 | 10476 | 0.2442 | 0.9558 |
| 0.0421 | 4.0 | 13968 | 0.2641 | 0.9566 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- fnet
- License
- apache-2.0
- Created
- Oct 30, 2023
- Updated
- Oct 30, 2023