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metadata
license: mit
tags:
  - generated_from_trainer
metrics:
  - f1
base_model: xlm-roberta-base
model-index:
  - name: xlm-roberta-base-finetuned-panx-de-fr
    results: []

xlm-roberta-base-finetuned-panx-de-fr

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

  • Loss: 0.1664
  • F1: 0.8556

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
  • train_batch_size: 24
  • eval_batch_size: 24
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3

Training results

Training Loss Epoch Step Validation Loss F1
0.2846 1.0 715 0.1837 0.8247
0.1446 2.0 1430 0.1617 0.8409
0.0923 3.0 2145 0.1664 0.8556

Framework versions

  • Transformers 4.11.3
  • Pytorch 1.9.1
  • Datasets 1.16.1
  • Tokenizers 0.10.3