CoolFace
Modelpublic

fathyshalab/all-roberta-large-v1-banking-9-16-5

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
0likes14downloads
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. -->

all-roberta-large-v1-banking-9-16-5

This model is a fine-tuned version of sentence-transformers/all-roberta-large-v1 on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.2920
  • —Accuracy: 0.3982

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
  • —trainbatchsize: 48
  • —evalbatchsize: 48
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossAccuracy
2.72111.012.57480.2301
2.27222.022.45660.3009
1.91853.032.35960.3805
1.6674.042.29200.3982
1.47045.052.25650.3982

Framework versions

  • —Transformers 4.20.0
  • —Pytorch 1.11.0+cu102
  • —Datasets 2.3.2
  • —Tokenizers 0.12.1