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funnel – AI Model by jiiyy | AlphaNeural AI
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jiiyy
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funnel
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transformers
pytorch
tensorboard
funnel
text-classification
generated_from_trainer
nsmc
kykim/funnel-kor-base
finetune
model-index
autotrain_compatible
endpoints_compatible
us
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funnel
This model is a fine-tuned version of
kykim/funnel-kor-base
on the nsmc dataset. It achieves the following results on the evaluation set:
Loss: 0.2751
Accuracy: 0.9164
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.2492
1.0
9375
0.2348
0.9115
0.1987
2.0
18750
0.2525
0.9161
0.186
3.0
28125
0.2751
0.9164
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3
