CoolFace
Modelpublic

AnonymousCS/populism_model129

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
0likes9downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

populism_model129

This model is a fine-tuned version of AnonymousCS/populism_multilingual_modernbert_base on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4099
  • —Accuracy: 0.9460
  • —1-f1: 0.5263
  • —1-recall: 0.5714
  • —1-precision: 0.4878
  • —Balanced Acc: 0.7691

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: 64
  • —evalbatchsize: 64
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 3
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossAccuracy1-f11-recall1-precisionBalanced Acc
0.42661.0420.27140.88760.42750.80.29170.8462
0.18762.0840.32440.92350.46320.62860.36670.7842
0.12783.01260.40990.94600.52630.57140.48780.7691

Framework versions

  • —Transformers 4.49.0.dev0
  • —Pytorch 2.5.1+cu121
  • —Datasets 3.2.0
  • —Tokenizers 0.21.0