qa_afroxml – AI Model by badokorach | AlphaNeural AI

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badokorach/
qa_afroxml

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qa_afroxml

This model is a fine-tuned version of Davlan/afro-xlmr-large on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 5.8436

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: 4e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	261	2.7576
2.9898	2.0	522	2.8418
2.9898	3.0	783	2.6659
1.9119	4.0	1044	2.8548
1.9119	5.0	1305	3.2987
1.0452	6.0	1566	4.3218
1.0452	7.0	1827	4.8747
0.4662	8.0	2088	5.3515
0.4662	9.0	2349	5.6930
0.1931	10.0	2610	5.8436

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3