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bigbird_new_finetuning – AI Model by Tahasathalia | AlphaNeural AI | AlphaNeural AI
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bigbird_new_finetuning
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transformers
pytorch
tensorboard
big_bird
question-answering
generated_from_trainer
squad
apache-2.0
endpoints_compatible
us
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bigbird_new_finetuning
This model is a fine-tuned version of
google/bigbird-roberta-base
on the squad dataset. It achieves the following results on the evaluation set:
Loss: 0.8683
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: 2e-05
train_batch_size: 12
eval_batch_size: 12
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
0.9997
1.0
5110
0.8796
0.744
2.0
10220
0.8683
Framework versions
Transformers 4.29.2
Pytorch 2.0.1+cu118
Datasets 2.12.0
Tokenizers 0.13.3
