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my_awesome_eli5_mlm_model
kumarme072/my_awesome_eli5_mlm_model
my_awesome_eli5_mlm_model is a fill-mask model from kumarme072. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- May 13, 2024
- Updated
- May 13, 2024
- SHA
- a25c3aa0
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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 microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1650
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: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0282 | 1.0 | 157 | 0.1593 |
| 0.0205 | 2.0 | 314 | 0.1629 |
| 0.0267 | 3.0 | 471 | 0.1604 |
| 0.0207 | 4.0 | 628 | 0.1591 |
| 0.0122 | 5.0 | 785 | 0.1619 |
| 0.0087 | 6.0 | 942 | 0.1626 |
| 0.0065 | 7.0 | 1099 | 0.1644 |
| 0.0051 | 8.0 | 1256 | 0.1649 |
| 0.0042 | 9.0 | 1413 | 0.1650 |
| 0.0041 | 10.0 | 1570 | 0.1650 |
Framework versions
- Transformers 4.39.0
- Pytorch 2.2.1
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- May 13, 2024
- Updated
- May 13, 2024