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my_awesome_distilberta_lm
rangoiv/my_awesome_distilberta_lm
my_awesome_distilberta_lm is a fill-mask model from rangoiv. 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
- Nov 14, 2023
- Updated
- Feb 10, 2025
- SHA
- 84833b51
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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. -->
my_awesome_distilberta_lm
This model is a fine-tuned version of distilroberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 4.4099
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: 0.0002
- 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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 282 | 5.3874 |
| 5.4769 | 2.0 | 564 | 5.2643 |
| 5.4769 | 3.0 | 846 | 4.9845 |
| 5.075 | 4.0 | 1128 | 4.9163 |
| 5.075 | 5.0 | 1410 | 4.8219 |
| 4.799 | 6.0 | 1692 | 4.6897 |
| 4.799 | 7.0 | 1974 | 4.5800 |
| 4.5388 | 8.0 | 2256 | 4.5920 |
| 4.3687 | 9.0 | 2538 | 4.5769 |
| 4.3687 | 10.0 | 2820 | 4.4824 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1
- Datasets 2.14.6
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Nov 14, 2023
- Updated
- Feb 10, 2025