Edit model card

indonesia-election-sentiment-classification-finetuned-roberta-2

This model is a fine-tuned version of w11wo/indonesian-roberta-base-sentiment-classifier on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.7911
  • Accuracy: 0.6847
  • F1 Weighted: 0.6841

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: 5e-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: 7

Training results

Training Loss Epoch Step Validation Loss Accuracy F1 Weighted
No log 1.0 38 0.8763 0.6165 0.6150
No log 2.0 76 0.9658 0.6627 0.6478
No log 3.0 114 1.5119 0.6205 0.6269
No log 4.0 152 1.5364 0.6667 0.6654
No log 5.0 190 1.6631 0.6687 0.6687
No log 6.0 228 1.8064 0.6787 0.6782
No log 7.0 266 1.7911 0.6847 0.6841

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.1.2
  • Datasets 2.19.2
  • Tokenizers 0.19.1
Downloads last month
6
Safetensors
Model size
125M params
Tensor type
F32
·
Inference API
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for Amadeus99/indonesia-election-sentiment-classification-finetuned-roberta-2