pachequinho/sentiment_roberta_twitter_airlines_10
020
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sentimentrobertatwitterairlines10
This model is a fine-tuned version of cardiffnlp/twitter-roberta-base-sentiment-latest on the pachequinho/twitter_airlines_pos_neg_small dataset with only 10% of the training data. It achieves the following results on the evaluation set:
- Loss: 0.0625
- Accuracy: 0.9859
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: 2e-05
- trainbatchsize: 16
- evalbatchsize: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lrschedulertype: linear
- num_epochs: 2
Training results
Framework versions
- Transformers 4.32.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3