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my_awesome_model_text_cls – AI Model by wzChen | AlphaNeural AI
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wzChen
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my_awesome_model_text_cls
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transformers
tensorboard
safetensors
bert
text-classification
generated_from_trainer
google-bert/bert-base-chinese
finetune
autotrain_compatible
endpoints_compatible
us
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my_awesome_model_text_cls
This model is a fine-tuned version of
google-bert/bert-base-chinese
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2101
Accuracy: 0.945
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: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.2822
1.0
600
0.2034
0.9333
0.1637
2.0
1200
0.2101
0.945
Framework versions
Transformers 4.38.1
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2
