Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
bert-base-chinese-text-classification – AI Model by CeroShrijver | AlphaNeural AI
You can deploy this model and start earning money today!
CeroShrijver
/
bert-base-chinese-text-classification
like
0
transformers
pytorch
bert
text-classification
generated_from_trainer
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
bert-base-chinese-text-classification
This model is a fine-tuned version of
bert-base-chinese
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.6776
Accuracy: 0.7831
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: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.5085
1.0
1009
0.4733
0.8026
0.2752
2.0
2018
0.5368
0.7991
0.1936
3.0
3027
0.6776
0.7831
Framework versions
Transformers 4.29.2
Pytorch 2.0.1+cu117
Datasets 2.12.0
Tokenizers 0.13.3
