CoolFace
Modelpublic

jaycentg/tir-xlm-focal

sourceHugging Facemitupdated 2y agoView on Hugging Face
0likes5downloads
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. -->

tir-xlm-focal

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

  • —Loss: 13.8577
  • —F1-micro: 0.2899
  • —F1-macro: 0.2682

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: 1.5e-06
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 73
  • —num_epochs: 4

Training results

Training LossEpochStepValidation LossF1-microF1-macro
39.95471.018414.06190.25670.2079
39.88532.036813.92650.25220.2328
39.68963.055213.86390.28030.2646
39.64484.073613.85770.28990.2682

Framework versions

  • —Transformers 4.44.2
  • —Pytorch 2.4.1+cu121
  • —Datasets 3.2.0
  • —Tokenizers 0.19.1