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tiny-mlm-glue-qqp-from-scratch-custom-tokenizer-target-glue-mnli
This model is a fine-tuned version of muhtasham/tiny-mlm-glue-qqp-from-scratch-custom-tokenizer on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0670
- Accuracy: 0.4124
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 |
|---|---|---|---|---|
| 1.0984 | 0.04 | 500 | 1.0960 | 0.3664 |
| 1.088 | 0.08 | 1000 | 1.0798 | 0.3864 |
| 1.0782 | 0.12 | 1500 | 1.0709 | 0.4053 |
| 1.0665 | 0.16 | 2000 | 1.0643 | 0.4212 |
| 1.0659 | 0.2 | 2500 | 1.0612 | 0.4194 |
| 1.0624 | 0.24 | 3000 | 1.0582 | 0.4154 |
| 1.0589 | 0.29 | 3500 | 1.0670 | 0.4124 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2
