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roberta-large-houlsby-few-shot-k-64-finetuned-squad-seed-2 – AI Model by anas-awadalla | AlphaNeural AI
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roberta-large-houlsby-few-shot-k-64-finetuned-squad-seed-2
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roberta-large-houlsby-few-shot-k-64-finetuned-squad-seed-2
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: 0.0001
train_batch_size: 64
eval_batch_size: 128
seed: 2
distributed_type: multi-GPU
num_devices: 2
total_train_batch_size: 128
total_eval_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 75
Training results
Framework versions
Transformers 4.17.0
Pytorch 1.11.0+cu113
Datasets 2.0.0
Tokenizers 0.11.6
