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license: cc-by-4.0
language:
- bg
pretty_name: BulMMLU
---
# BulMMLU Dataset
## Objective of the project
The project aims to develop a freely accessible infrastructure for the selection and pre-processing of large datasets for Bulgarian as well as tailored data for particular industries and fine-tuning suitable freely available large language models for specific purposes.
## BulMMLU Dataset
The BulMMLU dataset is a subject-specific benchmark for evaluating large language models on Bulgarian language, culture, economy, and history. It contains 523 questions in its test section and 4 questions in its evaluation section. It is designed following the MMLU (Massive Multitask Language Understanding) benchmark. MMLU was created to assess a model’s knowledge and reasoning abilities across a wide range of subjects, including mathematics, history, law, medicine, computer science, and many others. The original MMLU benchmark covers 57 academic and professional disciplines using multiple-choice questions. MMLU focuses not only on general facts but also on facts and specifics related to the English language, American history, law, and similar topics. In contrast, BulMMLU is a benchmark related to the Bulgarian language and facts about Bulgaria. It contains four subjects: the April Uprising, Contemporary Bulgarian Poets, the Modern Economy of Bulgaria, and Bulgarian Spelling and Grammar.
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This work is part of the project **Infrastructure for Fine-tuning Pre-trained Large Language Models**, Grant Agreement No. ПВУ – 55 from 12.12.2024 /BG-RRP-2.017-0030-C01/.
https://ifgpt.dcl.bas.bg/en/ |