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all-roberta-large-v1-banking-1000-16-5-oos – AI Model by fathyshalab | AlphaNeural AI
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all-roberta-large-v1-banking-1000-16-5-oos
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transformers
pytorch
roberta
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
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all-roberta-large-v1-banking-1000-16-5-oos
This model is a fine-tuned version of
sentence-transformers/all-roberta-large-v1
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 4.1313
Accuracy: 0.3451
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-05
train_batch_size: 48
eval_batch_size: 48
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
5.0616
1.0
1
4.7687
0.2035
4.4657
2.0
2
4.5386
0.2920
4.0496
3.0
3
4.3450
0.3097
3.6317
4.0
4
4.2044
0.3363
3.3941
5.0
5
4.1313
0.3451
Framework versions
Transformers 4.20.0
Pytorch 1.11.0+cu102
Datasets 2.3.2
Tokenizers 0.12.1
