metadata
license: apache-2.0
tags:
- text-classification
- generated_from_trainer
datasets:
- glue
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
base_model: distilroberta-base
model-index:
- name: platzi-distilroberta-base-mrpc-glue-edgar-elias
results:
- task:
type: text-classification
name: Text Classification
dataset:
name: glue
type: glue
config: mrpc
split: validation
args: mrpc
metrics:
- type: accuracy
value: 0.8235294117647058
name: Accuracy
- type: f1
value: 0.8695652173913043
name: F1
platzi-distilroberta-base-mrpc-glue-edgar-elias
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: 0.9019
- Accuracy: 0.8235
- F1: 0.8696
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 |
|---|---|---|---|---|---|
| 0.2162 | 1.09 | 500 | 1.0920 | 0.8333 | 0.8807 |
| 0.2211 | 2.18 | 1000 | 0.9019 | 0.8235 | 0.8696 |
Framework versions
- Transformers 4.29.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.13.3