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roberta-base-klue-ynat-classification-using-hg_api-epoch_2 – AI Model by hyunkookim | AlphaNeural AI
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hyunkookim
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roberta-base-klue-ynat-classification-using-hg_api-epoch_2
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transformers
tensorboard
safetensors
roberta
text-classification
generated_from_trainer
klue/roberta-base
finetune
autotrain_compatible
endpoints_compatible
us
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roberta-base-klue-ynat-classification-using-hg_api-epoch_2
This model is a fine-tuned version of
klue/roberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.5332
Accuracy: 0.863
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: 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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.5932
1.0
1250
0.7241
0.805
0.3366
2.0
2500
0.6045
0.846
Framework versions
Transformers 4.44.1
Pytorch 2.1.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1
