TransferGraph / philschmid_tiny-distilbert-classification-finetuned-lora-glue_cola

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 4
30-day runs: 0
Model's Last Updated: February 28 2024
text-classification

Introduction of philschmid_tiny-distilbert-classification-finetuned-lora-glue_cola

Model Details of philschmid_tiny-distilbert-classification-finetuned-lora-glue_cola

philschmid_tiny-distilbert-classification-finetuned-lora-glue_cola

This model is a fine-tuned version of philschmid/tiny-distilbert-classification on the glue dataset. It achieves the following results on the evaluation set:

  • accuracy: 0.6913
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: 0.0004
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
Training results
accuracy train_loss epoch
0.3087 None 0
0.6913 0.6764 0
0.6913 0.6536 1
0.6913 0.6422 2
0.6913 0.6374 3
Framework versions
  • PEFT 0.8.2
  • Transformers 4.37.2
  • Pytorch 2.2.0
  • Datasets 2.16.1
  • Tokenizers 0.15.2

Runs of TransferGraph philschmid_tiny-distilbert-classification-finetuned-lora-glue_cola on huggingface.co

9
Total runs
0
24-hour runs
2
3-day runs
4
7-day runs
0
30-day runs

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