Slovene instruction-following dataset for large language models GaMS-Instruct-MED 1.0

Name: Slovene instruction-following dataset for large language models GaMS-Instruct-MED 1.0
License: https://creativecommons.org/licenses/by/4.0/

Tovornik, Robert; Pavlović, Anđela; Plesnik, Emil; Fabjan, Borut

Slovene instruction-following dataset for large language models GaMS-Instruct-MED 1.0

CLARIN.SI data & tools

Authors: Tovornik, Robert ; Pavlović, Anđela ; Plesnik, Emil and Fabjan, Borut

Item identifier: http://hdl.handle.net/11356/1982

Project URL: https://www.cjvt.si/povejmo/en/project/

Date issued: 2024-09-25

Type: corpus, text

Size: 18897 units

Language(s): Slovenian

Description: GaMS-Instruct-MED is an instruction-following dataset designed to fine-tune Slovene large language models to follow instructions in the medical domain. It consists of pairs of prompts and responses from the field of medicine, particularly those pertaining to the use of pharmaceutical drugs and medications. The dataset was generated in several steps. After consulting with experts from the medical field, a series of prompts was manually compiled containing questions interesting in the context of drug and medication use. For each medication in the PoVeJMo-VeMo-Med 1.0 dataset (http://hdl.handle.net/11356/1983), approximately 10-15 questions were automatically generated using prompt tuning. The questions followed the context of the instructions of use for the medication in question. Inadequate questions were manually excluded, while the responses were generated entirely automatically using a specialized RAG system. Please note that the current version of the dataset (containing 18,897 prompt-response pairs) does not guarantee clinical accuracy and may contain errors as a consequence of LLM hallucinations.