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