| --- |
| license: mit |
| language: |
| - ps |
| - ar |
| - fa |
| - sd |
| - ur |
| tags: |
| - pashto |
| - arabic |
| - farsi |
| - sindhi |
| - urdu |
| - reasoning |
| - problem-solving |
| - sft |
| - synthetic-data |
| - nlp |
| - artificial-intelligence |
| - iPashto |
| size_categories: |
| - n<1K |
| --- |
| # Problem Solving & Reasoning Multilingual Dataset |
|
|
| This repository contains a specialized dataset focused on logical reasoning, problem-solving, and step-by-step cognitive workflows across multiple regional languages: Pashto (`ps`), Arabic (`ar`), Farsi (`fa`), Sindhi (`sd`), and Urdu (`ur`). |
|
|
| ## Dataset Overview |
| - **Languages:** Pashto (پښتو), Arabic (العربية), Farsi (فارسی), Sindhi (سنڌي), Urdu (اردو) |
| - **Domain:** Logical Reasoning, Problem Solving, Cognitive SFT |
| - **License:** MIT |
|
|
| ## Structure |
| The dataset is structured to facilitate Supervised Fine-Tuning (SFT) and alignment for Large Language Models (LLMs) to enhance their reasoning capabilities. |
|
|
| ```json |
| { |
| "instruction": "...", |
| "input": "...", |
| "output": "..." |
| } |
| |
| ``` |
|
|
| ## Dataset Files |
|
|
| The data files are organized in the `data/` directory by language: |
|
|
| * `data/pashto_chunk_01.jsonl` |
| * `data/arabic_chunk_01.jsonl` |
| * `data/farsi_chunk_01.jsonl` |
| * `data/sindhi_chunk_01.jsonl` |
| * `data/urdu_chunk_01.jsonl` |
|
|
| ## Usage |
|
|
| You can easily load a specific configuration or data file using the Hugging Face `datasets` library: |
|
|
| ```python |
| from datasets import load_dataset |
| |
| # To load the Pashto data file example: |
| dataset = load_dataset( |
| "nassimjp/problem_solving-reasoning-pashto", |
| data_files="data/pashto_chunk_01.jsonl" |
| ) |
| print(dataset["train"][0]) |
| |
| ``` |
|
|
| ## License |
|
|
| This project is released under the [MIT License](https://www.google.com/search?q=LICENSE). |
|
|
| ``` |
| |
| |
| ``` |
