metadata

license: apache-2.0
tags:
  - text-classification
  - generated_from_trainer
metrics:
  - accuracy
  - f1
model-index:
  - name: platzi-distilroberta-base-mrpc-glue-luis-diaz
    results: []
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

platzi-distilroberta-base-mrpc-glue-luis-diaz

This model is a fine-tuned version of distilroberta-base on the datasetX dataset. It achieves the following results on the evaluation set:

Loss: 0.4353
Accuracy: 0.8578
F1: 0.9003

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.5103	1.09	500	0.4353	0.8578	0.9003
0.3305	2.18	1000	0.6537	0.8284	0.8732

Framework versions

Transformers 4.29.0
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.13.3