Original dataset: malhajar/orca_dpo_pairs-tr

Dataset Card for "suayptalha/Turkish-DPO-Pairs"

This Dataset is part of a series of datasets aimed at advancing Turkish LLM Developments by establishing rigid Turkish dataset collection to enhance the performance of LLM's Produced in the Turkish Language. suayptalha/Turkish-DPO-Pairs is the processed version where only the content of messages with the role as "assistant" is extracted from both the chosen and rejected fields of malhajar/orca_dpo_pairs-tr which is a translated version of HuggingFaceH4/orca_dpo_pairs

Dataset Summary

This is a pre-processed version of the OpenOrca dataset translated to Turkish.

The original OpenOrca dataset is a collection of augmented FLAN data that aligns, as best as possible, with the distributions outlined in the Orca paper. It has been instrumental in generating high-performing preference-tuned model checkpoints and serves as a valuable resource for all NLP researchers and developers!

Dataset Summary

The OrcaDPO Pair dataset is a subset of the OpenOrca dataset suitable for DPO preference tuning.

Usage

To load the dataset, run:

from datasets import load_dataset

ds = load_dataset("suayptalha/Turkish-DPO-Pairs")

Languages

The language of the data is primarily Turkish.

Citation

@misc{OpenOrca,
  title = {OpenOrca: An Open Dataset of GPT Augmented FLAN Reasoning Traces},
  author = {Wing Lian and Bleys Goodson and Eugene Pentland and Austin Cook and Chanvichet Vong and "Teknium"},
  year = {2023},
  publisher = {HuggingFace},
  journal = {HuggingFace repository},
  howpublished = {\url{https://https://huggingface.co/Open-Orca/OpenOrca}},
}