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xlm-roberta-sentiment-large
carant-ai/xlm-roberta-sentiment-large
xlm-roberta-sentiment-large is a text classification model from carant-ai. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
Finetuned xlm-roberta-large for Sentiment Analysis in English and Bahasa Indonesia Trained on TPU VM v4-8 for ~5 hours For replication, go to GitHub page 1. Google’s TPU Research Cloud (TRC) for providing Cloud TPU VM…
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- xlm-roberta
- Access
- Public
- Created
- May 11, 2024
- Updated
- Jun 3, 2024
- SHA
- ee77c24b
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Model card
From the Hugging Face model README
Model Description
Finetuned xlm-roberta-large for Sentiment Analysis in English and Bahasa Indonesia
Training results
Trained on TPU VM v4-8 for ~5 hours
| epoch | step | train_accuracy | train_loss | val_accuracy | val_loss |
|---|---|---|---|---|---|
| 0 | 10782 | 0.964588165 | 0.095930442 | 0.967545867 | 0.08873909 |
| 1 | 21565 | 0.970602274 | 0.079982288 | 0.968977571 | 0.08539474 |
Training procedure
For replication, go to GitHub page
Acknowledgement
- Google’s TPU Research Cloud (TRC) for providing Cloud TPU VM.
- carlesoctav for making the training script on TPU VM
- thonyyy for gathering the sentiment dataset
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- apache-2.0
- Languages
- en, id
- Created
- May 11, 2024
- Updated
- Jun 3, 2024