---
language:
- kk
configs:
- config_name: all
  data_files:
  - split: train
    path: "data/*.parquet"
  default: true

- config_name: doc_tq_kaz
  data_files:
  - split: train
    path: "data/doc_tq_kaz-00000-of-00001.parquet"

- config_name: doc_tq_kaz_2
  data_files:
  - split: train
    path: "data/doc_tq_kaz_2-00000-of-00001.parquet"

- config_name: kk_wikipedia
  data_files:
  - split: train
    path: "data/kk_wikipedia_cleaned_v2_split-00000-of-00001.parquet"

- config_name: kk_news
  data_files:
  - split: train
    path: "data/kk_news_cleaned_v2_split-00000-of-00001.parquet"

- config_name: kk_news180924
  data_files:
  - split: train
    path: "data/kk_news180924_cleaned_v2_split-00000-of-00001.parquet"

- config_name: kk_fineweb
  data_files:
  - split: train
    path: "data/kk_fineweb_cleaned_v2_split-00000-of-00001.parquet"

- config_name: kk_ocr_fixed
  data_files:
  - split: train
    path: "data/kk_ocr_fixed_cleaned_v2_split-00000-of-00001.parquet"

- config_name: kk_tilqazyna
  data_files:
  - split: train
    path: "data/kk_tilqazyna_cleaned_v2_split-00000-of-00001.parquet"

- config_name: kk_various
  data_files:
  - split: train
    path: "data/kk_various_cleaned_v2_split-00000-of-00001.parquet"

- config_name: kk_moh
  data_files:
  - split: train
    path: "data/kk_moh_cleaned_v2_split-00000-of-00001.parquet"

- config_name: pdf_tq_kaz
  data_files:
  - split: train
    path: "data/pdf_tq_kaz-00000-of-00001.parquet"

- config_name: pdf_tq_kaz_2
  data_files:
  - split: train
    path: "data/pdf_tq_kaz_2-00000-of-00001.parquet"

- config_name: synthetic_vlad_kk
  data_files:
  - split: train
    path: "data/synthetic_vlad_kk-00000-of-00001.parquet"

- config_name: txt_tq_kaz
  data_files:
  - split: train
    path: "data/txt_tq_kaz-00000-of-00001.parquet"

- config_name: txt_tq_kaz_2
  data_files:
  - split: train
    path: "data/txt_tq_kaz_2-00000-of-00001.parquet"

- config_name: fineweb_2022_27_0
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_0_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_27_1
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_1_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_27_2
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_2_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_27_3
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_3_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_27_4
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_4_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_27_5
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_5_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_27_6
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_6_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_27_7
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_7_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_27_8
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_27_8_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_33_0
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_33_0_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_33_1
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_33_1_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_33_2
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_33_2_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_33_3
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_33_3_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_33_4
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_33_4_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_33_5
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_33_5_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_33_6
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_33_6_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_40_0
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_40_0_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_40_1
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_40_1_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_40_2
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_40_2_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_40_3
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_40_3_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_40_4
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_40_4_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_40_6
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_40_6_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_40_7
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_40_7_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_40_9
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_40_9_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_49_0
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_49_0_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_49_2
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_49_2_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_49_3
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_49_3_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_49_4
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_49_4_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_49_5
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_49_5_kk-00000-of-00001.parquet"

- config_name: fineweb_2022_49_6
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2022_49_6_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_0
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_0_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_1
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_1_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_2
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_2_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_3
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_3_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_4
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_4_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_5
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_5_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_6
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_6_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_7
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_7_kk-00000-of-00001.parquet"

- config_name: fineweb_2024_26_8
  data_files:
  - split: train
    path: "data/huggingfacefw_fineweb_edu_cc_main_2024_26_8_kk-00000-of-00001.parquet"
---
Make sure you add the complete list of parquet files. The key is that we're keeping the working "all" subset while adding the individual ones.

Some troubleshooting points to consider:

Be consistent with file paths: If your working config uses "data/*.parquet", then make sure all your individual files use "data/" prefix too.
Check for typos in filenames: Ensure the filenames exactly match what's in your repository.
Make incremental changes: Add just a few subsets first, see if that works, then add more.
Try without the "all" subset: If there are issues, try removing the "all" subset and just having individual ones.
If you're still facing issues, you might want to check if there's a limit on how many subsets you can define in a dataset. Since you have a large number of files, try starting with a smaller subset of them to see if that works.


# Dataset Card

The **Base Train Dataset** is a large-scale collection of corpora designed for Kazakh language model training.

## Overview

The dataset comprises a mix of original Kazakh datasets and machine-translated content, with a significant portion derived from the **FineWeb Edu corpus**. 

Data can be very huge, so if you need a specific file, you can download it using the code snippet below.:

```
from datasets import load_dataset

dataset = load_dataset(
    "issai/Base_Transfer",
    data_files={"train": "data/kk_ocr_fixed_cleaned_v2_split-00000-of-00001.parquet"},
    split="train"
)
```

## File Summary

| File Name | Row Count |
|-----------|-----------|
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_8-kk | 303439 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_9-kk | 1071921 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-33_train_6-kk | 1118775 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-33_train_1-kk | 1905224 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-49_train_0-kk | 1838387 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-49_train_2-kk | 1881636 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-49_train_1-kk | 1862602 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-49_train_3-kk | 1905713 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-33_train_0-kk | 1954983 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-33_train_4-kk | 1966187 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-33_train_3-kk | 1962158 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_2-kk | 1965651 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-49_train_5-kk | 1904798 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_0-kk | 1967683 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-33_train_2-kk | 1962805 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-49_train_4-kk | 1904738 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_3-kk | 1985097 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_4-kk | 1985361 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_8-kk | 1977335 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_6-kk | 1992677 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_6-kk | 1979823 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-33_train_5-kk | 1969247 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_7-kk | 1996366 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_5-kk | 1984027 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_1-kk | 1964816 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_5-kk | 1973355 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_7-kk | 1975429 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_4-kk | 1971413 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_0-kk | 1964920 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-40_train_3-kk | 1972242 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_1-kk | 1967275 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-49_train_6-kk | 1919322 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_0-kk | 1541581 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_1-kk | 1866939 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-42_train_7-kk | 1312480 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-42_train_3-kk | 1289695 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-46_train_1-kk | 1310115 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_8-kk | 1671792 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_2-kk | 1849038 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2022-27_train_2-kk | 3821369 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_6-kk | 1848854 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-30_train_1-kk | 1797537 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_3-kk | 1886754 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-30_train_3-kk | 1833826 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_4-kk | 1851013 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-30_train_6-kk | 1797638 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-42_train_1-kk | 1747944 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-30_train_2-kk | 1790560 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-42_train_5-kk | 1811397 |
| pdf_tq_kaz_2 | 4957 |
| train_kk_news180924_cleaned_v2_split | 21307 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-42_train_2-kk | 1783420 |
| doc_tq_kaz_2 | 4928 |
| train_kk_moh_cleaned_v2_split | 5867 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_5-kk | 1887322 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-30_train_4-kk | 1844746 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-30_train_7-kk | 1842195 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-30_train_0-kk | 1878396 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-30_train_5-kk | 1834744 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-26_train_7-kk | 1878031 |
| doc_tq_kaz | 5844 |
| synthetic_vlad_kk | 129300 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-42_train_6-kk | 1779623 |
| txt_tq_kaz_2 | 20845 |
| pdf_tq_kaz | 9520 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-42_train_0-kk | 1828313 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-42_train_4-kk | 1821469 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-46_train_4-kk | 1832893 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-46_train_0-kk | 1844265 |
| txt_tq_kaz | 671 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-46_train_2-kk | 1843752 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-46_train_3-kk | 1833394 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-46_train_5-kk | 1841828 |
| train_kk_various_cleaned_v2_split | 55752 |
| train_kk_tilqazyna_cleaned_v2_split | 74170 |
| train_kk_ocr_fixed_cleaned_v2_split | 170820 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-46_train_6-kk | 1841071 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-51_train_6-kk | 1169812 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-51_train_0-kk | 1925577 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-51_train_4-kk | 1928149 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-51_train_2-kk | 1927534 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-51_train_1-kk | 1929222 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-51_train_3-kk | 1928565 |
| HuggingFaceFW_fineweb-edu_CC-MAIN-2024-51_train_5-kk | 1922570 |
| train_kk_wikipedia_cleaned_v2_split | 6711027 |
| train_kk_fineweb_cleaned_v2_split | 3918479 |
| train_kk_news_cleaned_v2_split | 6661343 |


**Total Files:** 87
**Total Rows:** 150,025,658

## License & Citation
This dataset is intended for research purposes. Please cite appropriately if used in publications.