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distilroberta-base-finetuned-media-left
Jorsini/distilroberta-base-finetuned-media-left
distilroberta-base-finetuned-media-left is a fill-mask model from Jorsini. 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
- Jan 7, 2024
- Updated
- Jan 7, 2024
- SHA
- c1cfcd32
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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-media-left
This model is a fine-tuned version of distilroberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1486
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: 0.0001
- 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: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 146 | 1.6589 |
| No log | 2.0 | 292 | 1.5801 |
| No log | 3.0 | 438 | 1.5258 |
| 1.7336 | 4.0 | 584 | 1.4607 |
| 1.7336 | 5.0 | 730 | 1.4002 |
| 1.7336 | 6.0 | 876 | 1.4025 |
| 1.4357 | 7.0 | 1022 | 1.3493 |
| 1.4357 | 8.0 | 1168 | 1.3449 |
| 1.4357 | 9.0 | 1314 | 1.3117 |
| 1.4357 | 10.0 | 1460 | 1.2954 |
| 1.2491 | 11.0 | 1606 | 1.3056 |
| 1.2491 | 12.0 | 1752 | 1.2601 |
| 1.2491 | 13.0 | 1898 | 1.2488 |
| 1.1171 | 14.0 | 2044 | 1.2119 |
| 1.1171 | 15.0 | 2190 | 1.2133 |
| 1.1171 | 16.0 | 2336 | 1.1962 |
| 1.1171 | 17.0 | 2482 | 1.1902 |
| 1.0375 | 18.0 | 2628 | 1.1545 |
| 1.0375 | 19.0 | 2774 | 1.1702 |
| 1.0375 | 20.0 | 2920 | 1.1486 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Jan 7, 2024
- Updated
- Jan 7, 2024