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my_awesome_eli5_mlm_model
Xavarary/my_awesome_eli5_mlm_model
my_awesome_eli5_mlm_model is a fill-mask model from Xavarary. 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
- Feb 20, 2024
- Updated
- Feb 21, 2024
- SHA
- 1b33ad10
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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_eli5_mlm_model
This model is a fine-tuned version of distilroberta-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.9441
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: 9
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.2489 | 1.0 | 1138 | 2.0768 |
| 2.1796 | 2.0 | 2276 | 2.0369 |
| 2.1319 | 3.0 | 3414 | 2.0083 |
| 2.0782 | 4.0 | 4552 | 1.9760 |
| 2.0282 | 5.0 | 5690 | 1.9711 |
| 2.0278 | 6.0 | 6828 | 1.9398 |
| 2.0257 | 7.0 | 7966 | 1.9376 |
| 1.9974 | 8.0 | 9104 | 1.9316 |
| 1.9833 | 9.0 | 10242 | 1.9106 |
Framework versions
- Transformers 4.37.0
- Pytorch 2.1.2
- Datasets 2.1.0
- Tokenizers 0.15.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Feb 20, 2024
- Updated
- Feb 21, 2024