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bigBird-large-fine-tuning-squad-B8R3_bias – AI Model by radic2682 | AlphaNeural AI

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radic2682/
bigBird-large-fine-tuning-squad-B8R3_bias

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google/bigbird-roberta-large

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bigBird-large-fine-tuning-squad-B8R3_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