Beta
Explore
Marketplace
Neural Labs
Playground
Wallet
Docs
IndobertTopicClassify01 – AI Model by rizalmilyardi | AlphaNeural AI
You can deploy this model and start earning money today!
rizalmilyardi
/
IndobertTopicClassify01
like
0
transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
mit
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
IndobertTopicClassify01
This model is a fine-tuned version of
indolem/indobert-base-uncased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.7277
Accuracy: 0.8175
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: 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: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
200
1.2833
0.69
No log
2.0
400
0.8090
0.8
1.3814
3.0
600
0.7277
0.8175
Framework versions
Transformers 4.28.0
Pytorch 2.1.0+cu121
Datasets 2.15.0
Tokenizers 0.13.3
