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squad_a_only_train5_redo
grakshit/squad_a_only_train5_redo
squad_a_only_train5_redo is a text classification model from grakshit. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Oct 6, 2023
- Updated
- Oct 7, 2023
- SHA
- 17edb306
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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. -->
squad_a_only_train5_redo
This model is a fine-tuned version of grakshit/squad_a_only_train5 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9986
- Accuracy: 0.7699
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: 16
- eval_batch_size: 16
- 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 | Accuracy |
|---|---|---|---|---|
| 0.3698 | 1.0 | 1188 | 0.5654 | 0.728 |
| 0.293 | 2.0 | 2376 | 0.6748 | 0.7682 |
| 0.2379 | 3.0 | 3564 | 0.7829 | 0.7575 |
| 0.1946 | 4.0 | 4752 | 0.9986 | 0.7699 |
Framework versions
- Transformers 4.34.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- Created
- Oct 6, 2023
- Updated
- Oct 7, 2023