CoolFace
Modelpublic

fdaudens/ModernBERT-domain-classifier

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
0likes13downloads
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. -->

ModernBERT-domain-classifier

This model is a fine-tuned version of answerdotai/ModernBERT-base on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.2549
  • —F1: 0.6470

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
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Use adamwtorchfused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossF1
No log1.0262.17220.3414
No log2.0521.75400.5143
No log3.0781.39020.5678
1.59024.01041.24460.6008
1.59025.01301.25490.6470

Framework versions

  • —Transformers 4.48.0
  • —Pytorch 2.5.0+cu124
  • —Datasets 3.1.0
  • —Tokenizers 0.21.0