metadata

license: mit
base_model: microsoft/deberta-v3-small
tags:
  - generated_from_trainer
datasets:
  - squad_v2
model-index:
  - name: dev3-small001
    results: []

dev3-small001

This model is a fine-tuned version of microsoft/deberta-v3-small on the squad_v2 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: 8
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
gradient_accumulation_steps: 2
total_train_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 4.40.0.dev0
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2