Team Ai
Modelpublic

reecursion123/xlm-roberta-chatbot-stress

sourceHugging Facemitupdated 3y agoView on Hugging Face
0likes12downloads
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. -->

xlm-roberta-chatbot-stress

This model is a fine-tuned version of FacebookAI/xlm-roberta-base on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.9432
  • —Accuracy: 0.8157

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: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossAccuracy
0.68851.02490.50870.7922
0.49422.04980.81740.6588
0.36813.07471.03860.7294
0.43584.09960.96290.7804
0.34655.012450.94320.8157

Framework versions

  • —Transformers 4.39.2
  • —Pytorch 2.2.1+cu121
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2