mrm8488/electricidad-small-finetuned-sst2-es

Electricidad (small) fine-tuned on sst2-es-mt for Spanish Sentiment Analysis 👍👎

This model is a fine-tuned version of mrm8488/electricidad-small-discriminator on the sst2-es-mt dataset. A dataset created using Neural Machine Translation on original SST2 (English) dataset.

It achieves the following results on the evaluation set:

• —Accuracy: 0.879
• —F1: 0.88

Usage

from transformers import pipeline

model_ckpt = "mrm8488/electricidad-small-finetuned-sst2-es"

classifier = pipeline("sentiment-analysis", model=model_ckpt)

classifier("Here your text in Spanish!")

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 3.676560994488171e-05
• —trainbatchsize: 64
• —evalbatchsize: 32
• —seed: 30
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3

Training results

Framework versions

• —Transformers 4.21.2
• —Pytorch 1.12.1+cu113
• —Datasets 2.4.0
• —Tokenizers 0.12.1