metinovadilet/kyrgyz-mrpc-xlmr

Kyrgyz MRPC XLM-R Base

This repository contains a fine-tuned XLM-R Base checkpoint for Kyrgyz paraphrase detection.

Dataset

• Dataset: Kyrgyz MRPC
• Language: Kyrgyz (ky)

Model

• Base model: xlm-roberta-base
• Role: multilingual baseline/reference checkpoint
• Framework: Hugging Face Transformers

Reported Results

Metric	Score
F1	0.8130
Accuracy	0.7090

Training Summary

Setting	Value
Epochs	3
Batch size	64
Learning rate	2e-5
Training time	13.5 seconds

Notes

This is a multilingual reference checkpoint for the Kyrgyz MRPC task.

Intended Use

This checkpoint is intended for baseline/reference evaluation for Kyrgyz paraphrase detection. It is intended for research, reproducibility, and educational use by the Kyrgyz NLP community. It should not be used for high-stakes decisions or production deployment without separate validation for the target domain.

License and Usage

License metadata is set to other. The checkpoint is released for research and reproducibility. Downstream datasets and base models may have their own licenses or usage terms; users are responsible for following the corresponding dataset cards and upstream model licenses. The checkpoint is provided without warranty.