CoolFace
Modelpublic

adasgaleus/insertion-prop-05-correct-data

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
0likes11downloads
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. -->

insertion-prop-05-correct-data

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

  • —Loss: 0.0794
  • —Precision: 0.9284
  • —Recall: 0.9056
  • —F1: 0.9169
  • —Accuracy: 0.9689

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: 64
  • —evalbatchsize: 64
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 1

Training results

Training LossEpochStepValidation LossPrecisionRecallF1Accuracy
0.18150.325000.09820.91590.88020.89770.9619
0.11130.6410000.08330.92570.90180.91360.9676
0.10180.9615000.07940.92840.90560.91690.9689

Framework versions

  • —Transformers 4.25.1
  • —Pytorch 1.13.0+cu116
  • —Datasets 2.8.0
  • —Tokenizers 0.13.2