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KUCI_albert_base_Finetuned

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metadata
license: apache-2.0
base_model: albert/albert-base-v2
tags:
  - generated_from_trainer
metrics:
  - f1
model-index:
  - name: KUCI_albert_base_Finetuned
    results: []

KUCI_albert_base_Finetuned

This model is a fine-tuned version of albert/albert-base-v2 on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3234
  • F1: 0.3702

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: 7

Training results

Training Loss Epoch Step Validation Loss F1
1.3324 1.0 5196 1.3209 0.3606
1.3295 2.0 10392 1.3197 0.3729
1.324 3.0 15588 1.3194 0.3644
1.3244 4.0 20784 1.3218 0.3604
1.3201 5.0 25980 1.3195 0.3647
1.3135 6.0 31176 1.3210 0.3646
1.3124 7.0 36372 1.3234 0.3702

Framework versions

  • Transformers 4.41.1
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.19.1