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--- |
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language: |
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- ru |
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- en |
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size_categories: |
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- 100M<n<1B |
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tags: |
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- not-for-all-audiences |
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pretty_name: DaruLM |
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--- |
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# DaruLM dataset for LLM adaptation |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Description](#description) |
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- [Usage](#usage) |
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## Description |
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A growing collection of texts of various domains for Russian LLM adaptation extracted from other Hugging Face datasets and open resources. |
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**Usage of this dataset is possible only for scientific purposes on a non-commercial basis.** |
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**Credits:** Initial datasets were provided by Ilya Gusev |
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**NOTICE:** Some domain splits are based on vocabulary stats and may be noisy |
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**Current domains:** (used for ```domains``` argument in ```load_datasets```): |
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| | | | | |
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|------------|------------|------------|----------------| |
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| accounting | antique | aphorisms | art | |
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| biography | biology | buriy | business | |
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| cinema | computers | design | dramaturgy | |
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| economics | enwiki | essay | fantasy | |
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| gazeta | geography | guidebooks | habr | |
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| history | humor | language | law | |
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| lenta | literature | medicine | military | |
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| music | ods-tass | philosophy | pikabu | |
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| politic | prose | psychology | reference | |
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| religion | science | sociology | taiga-fontanka | |
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| textbook | wiki | UNDEFINED | | |
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## Usage |
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Prerequisites: |
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```bash |
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pip install datasets zstandard jsonlines pysimdjson |
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``` |
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Dataset iteration: |
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```python |
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import datasets |
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# Load habr and textbooks |
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for example in datasets.load_dataset('dichspace/darulm', domains=["habr","textbook"], split="train", streaming=True): |
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print(example.keys()) |
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print(example) |
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break |
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``` |
