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kcbert-base-finetuned – AI Model by tucan9389 | AlphaNeural AI
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kcbert-base-finetuned
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transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
klue
model-index
autotrain_compatible
endpoints_compatible
us
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kcbert-base-finetuned
This model is a fine-tuned version of
beomi/kcbert-base
on the klue dataset. It achieves the following results on the evaluation set:
Loss: 0.7393
Accuracy: 0.8330
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: 2e-05
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: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.4612
1.0
2855
0.5216
0.8143
0.3061
2.0
5710
0.5130
0.8248
0.2129
3.0
8565
0.6062
0.8257
0.1337
4.0
11420
0.7393
0.8330
0.0653
5.0
14275
0.8651
0.8302
Framework versions
Transformers 4.11.3
Pytorch 1.9.0+cu111
Datasets 1.14.0
Tokenizers 0.10.3
