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distilroberta-base-finetuned-wikitext2
WilliamKO/distilroberta-base-finetuned-wikitext2
distilroberta-base-finetuned-wikitext2 is a fill-mask model from WilliamKO. 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
- roberta
- Access
- Public
- Created
- Apr 3, 2024
- Updated
- Apr 14, 2024
- SHA
- 190feba1
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Base models
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. -->
distilroberta-base-finetuned-wikitext2
This model is a fine-tuned version of distilroberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4375
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.553 | 1.0 | 19372 | 1.5826 |
| 1.4158 | 2.0 | 38744 | 1.5127 |
| 1.3453 | 3.0 | 58116 | 1.4722 |
| 1.2884 | 4.0 | 77488 | 1.4458 |
| 1.2486 | 5.0 | 96860 | 1.4369 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.1
- Datasets 2.18.0
- Tokenizers 0.15.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Apr 3, 2024
- Updated
- Apr 14, 2024