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MEGA_mlm
ManuelPerdigo/MEGA_mlm
MEGA_mlm is a fill-mask model from ManuelPerdigo. 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
- mega
- Access
- Public
- Created
- Jul 25, 2023
- Updated
- Jul 25, 2023
- SHA
- b41f43f7
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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. -->
MEGA_mlm
This model is a fine-tuned version of mnaylor/mega-base-wikitext on the None dataset. It achieves the following results on the evaluation set:
- Loss: 8.0632
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: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 10.6004 | 1.0 | 1126 | 8.9986 |
| 9.3161 | 2.0 | 2252 | 8.4435 |
| 8.8497 | 3.0 | 3378 | 8.1495 |
| 8.6504 | 4.0 | 4504 | 8.0632 |
Framework versions
- Transformers 4.32.0.dev0
- Pytorch 2.0.1+cu118
- Datasets 2.14.0
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- mega
- License
- apache-2.0
- Created
- Jul 25, 2023
- Updated
- Jul 25, 2023