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metadata
license: mit
base_model: Ariffiq99/CRAB_xlm_roberta_large_finetuned
tags:
  - generated_from_trainer
metrics:
  - f1
model-index:
  - name: KUCI_CRAB_xlm_roberta_large_finetuned
    results: []

KUCI_CRAB_xlm_roberta_large_finetuned

This model is a fine-tuned version of Ariffiq99/CRAB_xlm_roberta_large_finetuned on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8347
  • F1: 0.8472

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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4

Training results

Training Loss Epoch Step Validation Loss F1
0.4762 1.0 5196 0.4732 0.8249
0.3423 2.0 10392 0.5103 0.8382
0.2225 3.0 15588 0.6075 0.8449
0.1239 4.0 20784 0.8347 0.8472

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1