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20split_dataset_version4
Billwzl/20split_dataset_version4
20split_dataset_version4 is a fill-mask model from Billwzl. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Aug 1, 2022
- Updated
- Aug 1, 2022
- SHA
- 225a90c5
Try a prompt
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. -->
20split_dataset_version4
This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.1060
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: 5e-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: linear
- num_epochs: 16
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.4213 | 1.0 | 313 | 3.2276 |
| 3.2295 | 2.0 | 626 | 3.2054 |
| 3.0262 | 3.0 | 939 | 3.1718 |
| 2.9608 | 4.0 | 1252 | 3.1649 |
| 2.8715 | 5.0 | 1565 | 3.1499 |
| 2.7614 | 6.0 | 1878 | 3.1471 |
| 2.6688 | 7.0 | 2191 | 3.1280 |
| 2.6582 | 8.0 | 2504 | 3.1348 |
| 2.5296 | 9.0 | 2817 | 3.1149 |
| 2.5086 | 10.0 | 3130 | 3.1200 |
| 2.4567 | 11.0 | 3443 | 3.1020 |
| 2.4052 | 12.0 | 3756 | 3.1257 |
| 2.3513 | 13.0 | 4069 | 3.1222 |
| 2.3561 | 14.0 | 4382 | 3.1102 |
| 2.3574 | 15.0 | 4695 | 3.1027 |
| 2.3192 | 16.0 | 5008 | 3.1060 |
Framework versions
- Transformers 4.21.0
- Pytorch 1.12.0+cu113
- Datasets 2.4.0
- Tokenizers 0.12.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Aug 1, 2022
- Updated
- Aug 1, 2022