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dlub-2022-mlm
bayartsogt/dlub-2022-mlm
dlub-2022-mlm is a fill-mask model from bayartsogt. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Jun 30, 2022
- Updated
- Jun 30, 2022
- SHA
- cf4f9a07
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
dlub-2022-mlm
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 8.4546
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: 32
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 9.8099 | 1.0 | 21 | 9.4443 |
| 9.3908 | 2.0 | 42 | 9.2228 |
| 9.1669 | 3.0 | 63 | 9.0097 |
| 8.9354 | 4.0 | 84 | 8.8081 |
| 8.796 | 5.0 | 105 | 8.7315 |
| 8.6805 | 6.0 | 126 | 8.5933 |
| 8.5896 | 7.0 | 147 | 8.5477 |
| 8.525 | 8.0 | 168 | 8.4861 |
| 8.5446 | 9.0 | 189 | 8.4176 |
| 8.4874 | 10.0 | 210 | 8.4546 |
Framework versions
- Transformers 4.18.0
- Pytorch 1.11.0
- Datasets 2.1.0
- Tokenizers 0.12.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Jun 30, 2022
- Updated
- Jun 30, 2022