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deberta-base.as.finetuned
arturkulmizev/deberta-base.as.finetuned
deberta-base.as.finetuned is a fill-mask model from arturkulmizev. 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
- deberta
- Access
- Public
- Created
- Mar 14, 2024
- Updated
- Mar 18, 2024
- SHA
- 149d263c
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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. -->
deberta-base.as.finetuned
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 5.9191
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: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 6.6297 | 0.46 | 1000 | 6.5539 |
| 6.4688 | 0.92 | 2000 | 6.4491 |
| 6.3844 | 1.38 | 3000 | 6.3672 |
| 6.3167 | 1.84 | 4000 | 6.2918 |
| 6.252 | 2.3 | 5000 | 6.2378 |
| 6.2027 | 2.76 | 6000 | 6.1876 |
| 6.1586 | 3.22 | 7000 | 6.1400 |
| 6.1194 | 3.68 | 8000 | 6.1085 |
| 6.0882 | 4.14 | 9000 | 6.0751 |
| 6.0543 | 4.6 | 10000 | 6.0519 |
| 6.023 | 5.06 | 11000 | 6.0291 |
| 6.0118 | 5.52 | 12000 | 6.0053 |
| 5.9866 | 5.98 | 13000 | 5.9925 |
| 5.9737 | 6.44 | 14000 | 5.9772 |
| 5.9609 | 6.9 | 15000 | 5.9589 |
| 5.9537 | 7.36 | 16000 | 5.9472 |
| 5.9366 | 7.82 | 17000 | 5.9419 |
| 5.9282 | 8.28 | 18000 | 5.9283 |
| 5.926 | 8.74 | 19000 | 5.9246 |
| 5.9194 | 9.2 | 20000 | 5.9283 |
| 5.9172 | 9.66 | 21000 | 5.9273 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu118
- Datasets 2.17.1
- Tokenizers 0.15.2
- Task
- Fill-Mask
- Library
- transformers
- Type
- deberta
- Created
- Mar 14, 2024
- Updated
- Mar 18, 2024