Edit model card

e_care_CRAB_COPA_KUCI_xlm_roberta_large_finetuned

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

  • Loss: 0.6612
  • F1: 0.7191

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: 5

Training results

Training Loss Epoch Step Validation Loss F1
0.6387 1.0 933 0.5402 0.7022
0.514 2.0 1866 0.5384 0.7097
0.4463 3.0 2799 0.5484 0.7177
0.3786 4.0 3732 0.5949 0.7168
0.3259 5.0 4665 0.6612 0.7191

Framework versions

  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1
Downloads last month
2
Safetensors
Model size
278M params
Tensor type
F32
·
Inference API
Inference API (serverless) does not yet support transformers models for this pipeline type.

Model tree for Ariffiq99/e_care_CRAB_COPA_KUCI_xlm_roberta_large_finetuned