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expand_mlm_slang_model-5000
Natwalan/expand_mlm_slang_model-5000
expand_mlm_slang_model-5000 is a fill-mask model from Natwalan. Use it when you need the model to fill a missing word. It is set up for transformers.
probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Nov 30, 2023
- Updated
- Nov 30, 2023
- SHA
- bf5364c9
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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 Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
Natwalan/expand_mlm_slang_model-5000
This model is a fine-tuned version of Natwalan/extended-bert-5000 on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 4.7289
- Validation Loss: 4.6985
- Epoch: 2
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 5.6751 | 5.0164 | 0 |
| 4.8920 | 4.7686 | 1 |
| 4.7289 | 4.6985 | 2 |
Framework versions
- Transformers 4.35.2
- TensorFlow 2.14.0
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Nov 30, 2023
- Updated
- Nov 30, 2023