metadata

library_name: transformers
language:
  - en
license: apache-2.0
base_model: distilroberta-base
tags:
  - text-classification
  - generated_from_trainer
metrics:
  - accuracy
  - f1
widget:
  - text: >-
      Yucaipa owned Dominick 's before selling the chain to Safeway in 1998 for
      $ 2.5 billion., Yucaipa bought Dominick's in 1995 for $ 693 million and
      sold it to Safeway for $ 1.8 billion in 1998.
    example_title: Not Equivalent
  - text: >-
      Revenue in the first quarter of the year dropped 15 percent from the same
      period a year earlier., With the scandal hanging over Stewart's company
      revenue the first quarter of the year dropped 15 percent from the same
      period a year earlier.
    example_title: Equivalent
model-index:
  - name: distriroberta-base-mrpc-glue-miguel-gutierrez
    results: []

distriroberta-base-mrpc-glue-miguel-gutierrez

This model is a fine-tuned version of distilroberta-base on the glue and the mrpc datasets. It achieves the following results on the evaluation set:

Loss: 0.5843
Accuracy: 0.8382
F1: 0.8870

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.5017	1.0893	500	0.5843	0.8382	0.8870
0.3028	2.1786	1000	0.7208	0.8480	0.8912

Framework versions

Transformers 4.46.2
Pytorch 2.5.0+cu121
Datasets 3.1.0
Tokenizers 0.20.3