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afriberta_base-finetuned-xhosa-mlm
Karishma777/afriberta_base-finetuned-xhosa-mlm
afriberta_base-finetuned-xhosa-mlm is a fill-mask model from Karishma777. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- xlm-roberta
- Access
- Public
- Created
- Oct 18, 2024
- Updated
- Oct 18, 2024
- SHA
- c93c6764
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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. -->
afriberta_base-finetuned-xhosa-mlm
This model is a fine-tuned version of castorini/afriberta_base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.8532
- Model Preparation Time: 0.003
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time |
|---|---|---|---|---|
| 5.3392 | 1.0 | 5 | 4.7484 | 0.003 |
| 5.3397 | 2.0 | 10 | 4.8708 | 0.003 |
| 4.8952 | 3.0 | 15 | 4.8957 | 0.003 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.5.0+cu121
- Datasets 3.0.1
- Tokenizers 0.20.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- xlm-roberta
- Created
- Oct 18, 2024
- Updated
- Oct 18, 2024