roberta-base_adalora_lr5e-05_bs4_epoch5_wd0.01
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 5.1488
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: 5e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 20.99 | 1.0 | 157 | 22.9531 |
| 19.5934 | 2.0 | 314 | 20.4860 |
| 16.0914 | 3.0 | 471 | 8.2845 |
| 6.2729 | 4.0 | 628 | 5.5345 |
| 5.4464 | 5.0 | 785 | 5.1488 |
Framework versions
- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.0.1
- Datasets 2.16.1
- Tokenizers 0.15.0
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Model tree for jysssacc/roberta-base_adalora_lr5e-05_bs4_epoch5_wd0.01
Base model
FacebookAI/roberta-base