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xlm-roberta-sentiment-kaan
commitanus/xlm-roberta-sentiment-kaan
xlm-roberta-sentiment-kaan is a machine learning model from commitanus. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Fine-tuning a multilingual transformer for binary sentiment classification.
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At a glance
- Model type
- xlm-roberta
- Access
- Public
- Created
- May 18, 2025
- Updated
- May 18, 2025
- SHA
- 2b32d4c9
Model card
From the Hugging Face model README
CMPE346 - Assignment 02
Task
Fine-tuning a multilingual transformer for binary sentiment classification.
Model
- Base model: xlm-roberta-base
- Platform: Hugging Face Hub
- Note: Due to time and hardware limitations, the base pretrained model was used without fine-tuning.
Files
main.py: Training pipeline (data load, preprocessing, training, saving)model.py: Model class with Huggingface Trainer supportpreprocessing.py: Tokenizer and dataset preparationrun_test.py: Evaluation script using Hugging Face pipelinedata/train.csv,data/valid.csv: Provided datasets
How to Run
python run_test.py --valid
- Type
- xlm-roberta
- Created
- May 18, 2025
- Updated
- May 18, 2025