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roberta-large-initialization-seed-4 – AI Model by anas-awadalla | AlphaNeural AI

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roberta-large-initialization-seed-4

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roberta-large-initialization-seed-4

This model is a fine-tuned version of 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: 12
eval_batch_size: 8
seed: 4
distributed_type: multi-GPU
num_devices: 2
total_train_batch_size: 24
total_eval_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2.0

Training results

Framework versions

Transformers 4.17.0
Pytorch 1.11.0+cu113
Datasets 2.0.0
Tokenizers 0.11.6