metadata

license: mit
tags:
  - generated_from_trainer
datasets:
  - squad
model-index:
  - name: roberta-large-houlsby-few-shot-k-16-finetuned-squad-seed-4
    results: []

roberta-large-houlsby-few-shot-k-16-finetuned-squad-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: 0.0001
train_batch_size: 64
eval_batch_size: 128
seed: 4
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