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ORAOFROZENPOS0
Tanor/ORAOFROZENPOS0
ORAOFROZENPOS0 is a text classification model from Tanor. 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
- gpt2
- Access
- Public
- Created
- Oct 11, 2023
- Updated
- Oct 11, 2023
- SHA
- 7c229ac6
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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. -->
ORAOFROZENPOS0
This model is a fine-tuned version of jerteh/gpt2-orao on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0789
- F1: 0.0
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 16
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.0771 | 1.0 | 2666 | 0.0798 | 0.0 |
| 0.0769 | 2.0 | 5332 | 0.0802 | 0.0 |
| 0.0437 | 3.0 | 7998 | 0.0790 | 0.0 |
| 0.0875 | 4.0 | 10665 | 0.0798 | 0.0 |
| 0.0531 | 5.0 | 13331 | 0.0789 | 0.0 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.2.0.dev20230928
- Datasets 2.14.2
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- gpt2
- Created
- Oct 11, 2023
- Updated
- Oct 11, 2023