metadata

license: apache-2.0
base_model: distilroberta-base
tags:
  - text-classification
  - generated_from_trainer
metrics:
  - accuracy
  - f1
widget:
  - text: >-
      Around 0335 GMT , Tab shares were up 19 cents , or 4.4 % , at A $ 4.56 ,
      having earlier set a record high of A $ 4.57 ., Tab shares jumped 20 cents
      , or 4.6 % , to set a record closing high at A $ 4.57 .
    example_title: not_equivalent
  - text: >-
      The stock rose $ 2.11 , or about 11 percent , to close Friday at $ 21.51
      on the New York Stock Exchange ., PG & E Corp. shares jumped $ 1.63 or 8
      percent to $ 21.03 on the New York Stock Exchange on Friday .
    example_title: equivalent
model-index:
  - name: platzi-distilroberta-base-mrpc-wgcv
    results: []

platzi-distilroberta-base-mrpc-wgcv

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: 0.4002
Accuracy: 0.8456
F1: 0.8835

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: 16
eval_batch_size: 16
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
0.409	2.1739	500	0.4002	0.8456	0.8835

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1