Datasets:
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.
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