Create README.md

README.md

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+---
+language:
+- az
+license: mit
+task_categories:
+- text-generation
+- fill-mask
+pretty_name: ClimbMix 40B Azerbaijani
+size_categories:
+- 10M<n<100M
+source_datasets:
+- karpathy/climbmix-400b-shuffle
+tags:
+- azerbaijani
+- machine-translation
+- pretraining
+- llm
+---
+
+# ClimbMix 40B — Azerbaijani
+
+A large-scale Azerbaijani text dataset created by translating the English [karpathy/climbmix-400b-shuffle](https://huggingface.co/datasets/karpathy/climbmix-400b-shuffle) dataset into Azerbaijani using Google Translate.
+
+## Dataset Summary
+
+This dataset contains approximately **40 billion tokens** of Azerbaijani text, making it one of the largest publicly available Azerbaijani language corpora. It is intended for pretraining and fine-tuning large language models (LLMs) for the Azerbaijani language.
+
+| Property         | Value                              |
+|------------------|------------------------------------|
+| Language         | Azerbaijani (`az`)                 |
+| Size             | ~40B tokens                        |
+| Format           | Parquet                            |
+| Number of files  | 348                                |
+| Rows per file    | ~85,000                            |
+| Source language  | English                            |
+| Translation      | Google Translate (en → az)         |
+| Source dataset   | karpathy/climbmix-400b-shuffle     |
+| License          | MIT                                |
+
+## Dataset Structure
+
+Each row contains a single field:
+
+| Column | Type   | Description           |
+|--------|--------|-----------------------|
+| `text` | string | Azerbaijani text body |
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("LocalDoc/climbmix-40b-az")
+print(ds)
+```
+
+Streaming mode (recommended for large-scale use):
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("LocalDoc/climbmix-40b-az", streaming=True)
+
+for sample in ds["train"]:
+    print(sample["text"])
+    break
+```
+
+## Source Data
+
+The original [climbmix-400b-shuffle](https://huggingface.co/datasets/karpathy/climbmix-400b-shuffle) dataset was created by Andrej Karpathy and contains a diverse mixture of English web text covering a wide range of topics including science, technology, history, literature, Q&A, and more.
+
+## Translation
+
+All text was translated from English to Azerbaijani using **Google Translate** via automated batch processing. While machine translation introduces certain limitations (see below), the scale of this dataset makes it a valuable resource for Azerbaijani NLP given the scarcity of large native corpora.
+
+## Limitations
+
+- **Machine translation quality**: Text was translated automatically and may contain unnatural phrasing, calques from English, or translation errors — especially for idiomatic expressions and domain-specific terminology.
+- **Cultural context**: Some content may not reflect native Azerbaijani cultural context, as it originates from English-language sources.
+- **Agglutinative morphology**: Azerbaijani is an agglutinative language with complex suffix structures; machine translation does not always handle these correctly.
+- **Recommended use**: Suitable for LLM pretraining and vocabulary learning. Not recommended as the sole resource for high-precision fine-tuning tasks.
+
+
+## Citation
+
+If you use this dataset in your research, please cite both this dataset and the original source:
+
+```bibtex
+@misc{climbmix40b-az,
+  title        = {ClimbMix 40B Azerbaijani},
+  author       = {LocalDoc},
+  year         = {2026},
+  publisher    = {Hugging Face},
+  howpublished = {\url{https://huggingface.co/datasets/LocalDoc/climbmix-40b-az}},
+  note         = {Machine-translated from karpathy/climbmix-400b-shuffle}
+}
+```
+
+## License
+
+This dataset is released under the [MIT License](https://opensource.org/licenses/MIT), consistent with the license of the original source dataset.