my_awesome_eli5_mlm_model
This model is a fine-tuned version of distilroberta-base on the eli5_category dataset. It achieves the following results on the evaluation set:
- Loss: 2.0071
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.2638 | 1.0 | 1319 | 2.0743 |
| 2.1809 | 2.0 | 2638 | 2.0392 |
| 2.1329 | 3.0 | 3957 | 2.0275 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
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Model tree for kaijie-qin/my_awesome_eli5_mlm_model
Base model
distilbert/distilroberta-base