Model Card for Model ID

Sentiment analysis model for Indonesian language. Built from xlm-roberta-base using indonlp/indonlu dataset.

Model Details

Model Description

This is the model card of a ๐Ÿค— transformers model that has been pushed on the Hub. This model card has been automatically generated.

Training Details

Training Data

Sentiment analysis dataset on indolu created by indonlp.

Training

Refer here.

Training hyperparameters

  • num_train_epochs = 5
  • learning_rate = 5e-6
  • weight_decay = 1e-1
  • per_device_train_batch_size = 16
  • per_device_eval_batch_size = 16
  • fp16 = True

Evaluation

Epoch Training Loss Validation Loss F1 Recall Precision
1 No log 0.283834 0.908730 0.908730 0.908730
2 No log 0.248232 0.930952 0.930952 0.930952
3 No log 0.282172 0.930952 0.930952 0.930952
4 No log 0.257302 0.936508 0.936508 0.936508
5 No log 0.271212 0.939683 0.939683 0.939683
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