tiny-mlm-glue-cola-from-scratch-custom-tokenizer-target-glue-qnli
This model is a fine-tuned version of muhtasham/tiny-mlm-glue-cola-from-scratch-custom-tokenizer on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6513
- Accuracy: 0.6129
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: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- training_steps: 5000
Training results
Training Loss | Epoch | Step | Validation Loss | Accuracy |
---|---|---|---|---|
0.6926 | 0.15 | 500 | 0.6887 | 0.5599 |
0.6814 | 0.31 | 1000 | 0.6675 | 0.5867 |
0.6728 | 0.46 | 1500 | 0.6621 | 0.5997 |
0.6665 | 0.61 | 2000 | 0.6609 | 0.6022 |
0.6614 | 0.76 | 2500 | 0.6589 | 0.6028 |
0.6627 | 0.92 | 3000 | 0.6566 | 0.6039 |
0.6552 | 1.07 | 3500 | 0.6562 | 0.6046 |
0.659 | 1.22 | 4000 | 0.6533 | 0.6077 |
0.6536 | 1.37 | 4500 | 0.6519 | 0.6114 |
0.6553 | 1.53 | 5000 | 0.6513 | 0.6129 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2
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