Jeevesh8_bert_ft_cola-88-finetuned-lora-ag_news
This model is a fine-tuned version of Jeevesh8/bert_ft_cola-88 on the ag_news dataset. It achieves the following results on the evaluation set:
- accuracy: 0.9314
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: 0.0004
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| accuracy | train_loss | epoch |
|---|---|---|
| 0.2722 | None | 0 |
| 0.9230 | 0.2998 | 0 |
| 0.9254 | 0.2175 | 1 |
| 0.9311 | 0.2000 | 2 |
| 0.9314 | 0.1903 | 3 |
Framework versions
- PEFT 0.8.2
- Transformers 4.37.2
- Pytorch 2.2.0
- Datasets 2.16.1
- Tokenizers 0.15.2
- Downloads last month
- 0
Inference Providers
NEW
This model is not currently available via any of the supported Inference Providers.
The model cannot be deployed to the HF Inference API:
The HF Inference API does not support text-classification models for peft library.
Model tree for TransferGraph/Jeevesh8_bert_ft_cola-88-finetuned-lora-ag_news
Base model
Jeevesh8/bert_ft_cola-88