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afro-xlmr-large-unkin-sent2 – AI Model by RogerB | AlphaNeural AI
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RogerB
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afro-xlmr-large-unkin-sent2
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transformers
pytorch
xlm-roberta
text-classification
generated_from_trainer
Davlan/afro-xlmr-large
finetune
mit
autotrain_compatible
endpoints_compatible
us
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afro-xlmr-large-unkin-sent2
This model is a fine-tuned version of
Davlan/afro-xlmr-large
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.8649
F1: 0.6754
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: 5e-06
train_batch_size: 4
eval_batch_size: 4
seed: 1000000
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.9788
1.0
1013
0.8178
0.6535
0.7932
2.0
2026
0.6577
0.7392
0.6943
3.0
3039
0.5971
0.7688
Framework versions
Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1
