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unruly-cub-728

PEFT
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metadata
library_name: peft
license: mit
base_model: FacebookAI/roberta-base
tags:
  - generated_from_trainer
model-index:
  - name: unruly-cub-728
    results: []

unruly-cub-728

This model is a fine-tuned version of FacebookAI/roberta-base on the None dataset.

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: 5.624548128205211e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 2024
  • optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 1

Training results

Training Loss Epoch Step Validation Loss Hamming Loss Zero One Loss Jaccard Score Hamming Loss Optimised Hamming Loss Threshold Zero One Loss Optimised Zero One Loss Threshold Jaccard Score Optimised Jaccard Score Threshold
No log 1.0 100 0.7110 0.6525 1.0 0.8869 0.1123 0.5944 1.0 0.9000 0.8878 0.2889

Framework versions

  • PEFT 0.13.2
  • Transformers 4.47.0
  • Pytorch 2.5.1+cu124
  • Datasets 3.1.0
  • Tokenizers 0.21.0