Merge branch 'main' of https://huggingface.co/datasets/dichspace/darulm into main

README.md

@@ -0,0 +1,62 @@
+---
+language:
+- ru
+- en
+size_categories:
+- 100M<n<1B
+tags:
+- not-for-all-audiences
+pretty_name: DaruLM
+---
+# DaruLM dataset for LLM adaptation
+
+## Table of Contents
+- [Table of Contents](#table-of-contents)
+- [Description](#description)
+- [Usage](#usage)
+
+## Description
+A growing collection of texts of various domains for Russian LLM adaptation extracted from other Hugging Face datasets and open resources. 
+
+**Usage of this dataset is possible only for scientific purposes on a non-commercial basis.**
+
+**Credits:** Initial datasets were provided by Ilya Gusev
+
+**NOTICE:** Some domain splits are based on vocabulary stats and may be noisy
+
+**Current domains:** (used for ```domains``` argument in ```load_datasets```):
+|            |            |            |                |
+|------------|------------|------------|----------------|
+| accounting | antique    | aphorisms  | art            |
+| biography  | biology    | buriy      | business       |
+| cinema     | computers  | design     | dramaturgy     |
+| economics  | enwiki     | essay      | fantasy        |
+| gazeta     | geography  | guidebooks | habr           |
+| history    | humor      | language   | law            |
+| lenta      | literature | medicine   | military       |
+| music      | ods-tass   | philosophy | pikabu         |
+| politic    | prose      | psychology | reference      |
+| religion   | science    | sociology  | taiga-fontanka |
+| textbook   | wiki       | UNDEFINED  |                |
+
+
+
+## Usage
+
+Prerequisites:
+
+```bash
+pip install datasets zstandard jsonlines pysimdjson
+```
+
+Dataset iteration:
+
+```python
+import datasets
+
+# Load habr and textbooks
+for example in datasets.load_dataset('dichspace/darulm', domains=["habr","textbook"], split="train", streaming=True):
+    print(example.keys())
+    print(example)
+    break
+```