README.md

---
dataset_info:
  features:
  - name: file_name
    dtype: string
  - name: id
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  - name: language
    dtype: string
  - name: language_score
    dtype: float64
  - name: source
    dtype: string
  - name: subsource
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  - name: text
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  - name: translated
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  - name: fineweb-nemotron-edu-score
    dtype: float32
  - name: fineweb-nemotron-edu-score-label
    dtype: string
  - name: fineweb-mixtral-edu-score
    dtype: float32
  - name: fineweb-mixtral-edu-score-label
    dtype: string
  - name: fasttext-quality-score
    dtype: float32
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: train
    num_bytes: 26246248313
    num_examples: 3000000
  download_size: 13587653626
  dataset_size: 26246248313
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---

# 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.*