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SinhalaWP
Virajtharinda/SinhalaWP
SinhalaWP is a fill-mask model from Virajtharinda. 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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Repo size
168 MB
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Jan 27, 2024
- Updated
- Jan 27, 2024
- SHA
- 956647a1
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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. -->
sinhala-word-prediction
This model is pre-trained using Sinhala data sources.
Model description
hidden_size = 384
num_hidden_layers = 6
num_attention_heads = 6
intermediate_size = 1024
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 64
- 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
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.0
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- si
- Created
- Jan 27, 2024
- Updated
- Jan 27, 2024