w11wo/indobert-large-p1-twitter-indonesia-sarcastic

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indobert-large-p1-twitter-indonesia-sarcastic

This model is a fine-tuned version of indobenchmark/indobert-large-p1 on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 0.3207
• —Accuracy: 0.8643
• —F1: 0.7160
• —Precision: 0.7480
• —Recall: 0.6866

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: 1e-05
• —trainbatchsize: 32
• —evalbatchsize: 64
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —num_epochs: 100.0
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.36.2
• —Pytorch 2.1.1+cu121
• —Datasets 2.15.0
• —Tokenizers 0.15.0