lapa-llm/classifier_source

Dataset Card for Lapa High Quality Pretraining Dataset

Dataset Description

Dataset Summary

This dataset is a random sample of both https://huggingface.co/datasets/lapa-llm/pretraining-lower-quality and https://huggingface.co/datasets/lapa-llm/pretraining-high-quality to transfer classifiers from English language to Ukrainian.
It was used to transfer the following models from this collection https://huggingface.co/collections/lapa-llm/lapa-v012-pretraining:

• lapa-llm/fineweb-nemotron-edu-score
• lapa-llm/fineweb-mixtral-edu-score
• lapa-llm/fasttext-quality-score

Languages

• Ukrainian (uk)

Dataset Creation

Source Data

• Base dataset: Kobza, FinePDFs, FineWeb, UberText

Considerations for Using the Data

Social Impact

Aims to strengthen the Ukrainian-language LLM ecosystem and improve accessibility of language technology for Ukrainian speakers.

Citation

BibTeX

TBD

License

CC-BY-SA-4.0

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This dataset is part of the "Lapa" - Ukrainian LLM initiative to advance natural language processing for the Ukrainian language.