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bigBird-large-fine-tuning-squad-B16R1_bias

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metadata
license: apache-2.0
base_model: google/bigbird-roberta-large
tags:
  - generated_from_trainer
datasets:
  - squad
model-index:
  - name: bigBird-large-fine-tuning-squad-B16R1_bias
    results: []

Visualize in Weights & Biases

bigBird-large-fine-tuning-squad-B16R1_bias

This model is a fine-tuned version of google/bigbird-roberta-large on the squad 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: 3e-05
  • train_batch_size: 3
  • eval_batch_size: 8
  • seed: 42
  • distributed_type: multi-GPU
  • num_devices: 2
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 12
  • total_eval_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • Transformers 4.43.0.dev0
  • Pytorch 1.12.1+cu113
  • Datasets 2.20.0
  • Tokenizers 0.19.1