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bert_after_PCGU-finetuned-wikitext2
luciajw/bert_after_PCGU-finetuned-wikitext2
bert_after_PCGU-finetuned-wikitext2 is a fill-mask model from luciajw. 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
- Nov 11, 2024
- Updated
- Nov 11, 2024
- SHA
- 991c869b
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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. -->
bert_after_PCGU-finetuned-wikitext2
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.7245
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: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.9305 | 1.0 | 2319 | 1.7511 |
| 1.8138 | 2.0 | 4638 | 1.7529 |
| 1.7834 | 3.0 | 6957 | 1.7415 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Datasets 3.1.0
- Tokenizers 0.19.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024