Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception: ConnectionError
Message: Couldn't reach 'Zhantas/Cleaned-Kyrgyz_Wikipedia' on the Hub (ReadTimeout)
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 65, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
info = get_dataset_config_info(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 268, in get_dataset_config_info
builder = load_dataset_builder(
^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1315, in load_dataset_builder
dataset_module = dataset_module_factory(
^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1207, in dataset_module_factory
raise e1 from None
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1149, in dataset_module_factory
raise ConnectionError(f"Couldn't reach '{path}' on the Hub ({e.__class__.__name__})") from e
ConnectionError: Couldn't reach 'Zhantas/Cleaned-Kyrgyz_Wikipedia' on the Hub (ReadTimeout)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Cleaned-Kyrgyz_Wikipedia
A high-quality, denoised corpus derived from the Kyrgyz Wikipedia. This dataset is specifically prepared for pre-training and fine-tuning Large Language Models (LLMs) in the Kyrgyz language.
π Dataset Benchmark
General Statistics
| Metric | Value |
|---|---|
| Total Articles | 76,519 |
| Total Characters | 92,945,532 |
| Total Words | 11,340,634 |
| Avg. Words per Article | 148.21 |
| Language Purity Index | 91.71% (Cyrillic) |
Character Length Distribution
| Metric | Value |
|---|---|
| Min Length | 101 chars |
| Max Length | 210,307 chars |
| Median Length | 712 chars |
| Mean Length | 1,214.67 chars |
Script Distribution
| Script | Percentage |
|---|---|
| Cyrillic (ΠΠΈΡΠΈΠ»Π»ΠΈΡΠ°) | 76.04% |
| Whitespace | 13.01% |
| Punctuation | 4.08% |
| Digits | 3.37% |
| Latin (ΠΠ°ΡΠΈΠ½ΠΈΡΠ°) | 2.73% |
| Arabic (ΠΡΠ°Π±ΡΠΊΠΈΠΉ) | 0.01% |
| Other/Special | 0.76% |
π Cleaning Pipeline
To ensure maximum data quality for LLM training, the following pipeline was applied:
- Wikicode Removal: Used
mwparserfromhellto strip all MediaWiki syntax (templates, infoboxes, and internal links). - Namespace Filtering: Only articles from the main namespace (
ns=0) were kept. All redirects, talk pages, and technical pages were discarded. - Noise Stripping:
- Removal of all HTML tags.
- Removal of Wikipedia service headers (e.g., "Category:", "References", "External links").
- Cleanup of leftover brackets
[[ ]]and structural artifacts.
- Text Normalization: Standardized whitespace, removed redundant line breaks, and cleaned up trailing punctuation.
π Usage
from datasets import load_dataset
dataset = load_dataset("Zhantas/Cleaned-Kyrgyz_Wikipedia")
Access an article
print(dataset['train'][0]['title']) print(dataset['train'][0]['text'])
π License This dataset is released under the CC-BY-SA-4.0 license.
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