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bert-hausa-sentimental
Oloruntobi/bert-hausa-sentimental
bert-hausa-sentimental is a text classification model from Oloruntobi. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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.safetensors711 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Apr 30, 2024
- Updated
- May 1, 2024
- SHA
- 31ce8c65
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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. -->
bert-hausa-sentimental
This model is a fine-tuned version of Davlan/bert-base-multilingual-cased-finetuned-hausa for sentimental analysis in the Hausa langauge.
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-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: 3.0
Training results
- Accuracy: 0.8372093023255814
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- ha
- Created
- Apr 30, 2024
- Updated
- May 1, 2024