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distilbert_final_0010
bigmorning/distilbert_final_0010
distilbert_final_0010 is a fill-mask model from bigmorning. Use it when you need the model to fill a missing word. It is set up for transformers.
probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Jul 23, 2022
- Updated
- Jul 23, 2022
- SHA
- f3ec4183
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
distilbert_final_0010
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.9257
- Validation Loss: 0.9120
- Epoch: 9
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 0.9319 | 0.9178 | 0 |
| 0.9310 | 0.9167 | 1 |
| 0.9301 | 0.9170 | 2 |
| 0.9300 | 0.9161 | 3 |
| 0.9295 | 0.9157 | 4 |
| 0.9294 | 0.9153 | 5 |
| 0.9274 | 0.9122 | 6 |
| 0.9267 | 0.9139 | 7 |
| 0.9261 | 0.9139 | 8 |
| 0.9257 | 0.9120 | 9 |
Framework versions
- Transformers 4.20.1
- TensorFlow 2.8.2
- Datasets 2.3.2
- Tokenizers 0.12.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- distilbert
- Created
- Jul 23, 2022
- Updated
- Jul 23, 2022