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results – AI Model by Lydia00 | AlphaNeural AI
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transformers
safetensors
xlm-roberta
text-classification
generated_from_trainer
castorini/afriberta_large
finetune
mit
autotrain_compatible
endpoints_compatible
us
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results
This model is a fine-tuned version of
castorini/afriberta_large
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.1577
Accuracy: 0.9647
F1: 0.9648
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: 16
eval_batch_size: 16
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
F1
No log
1.0
213
0.2605
0.9387
0.9385
No log
2.0
426
0.1656
0.9646
0.9645
0.4036
3.0
639
0.1491
0.9646
0.9644
0.4036
4.0
852
0.1510
0.9693
0.9691
0.0483
5.0
1065
0.1407
0.9693
0.9691
Framework versions
Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.5.0
Tokenizers 0.21.0
