---
license: apache-2.0
task_categories:
- text-generation
language:
- en
- he
- ar
tags:
- chemistry
- biology
- finance
- legal
- art
- climate
- code
- medical
- agent
size_categories:
- 1B<n<10B
---

# 📦 Huge Multilingual Text Dataset

## Overview

This repository contains a **large-scale, multilingual dataset** designed for training and evaluating advanced language models and AI agents.
The dataset spans **multiple domains**, supports **multiple languages**, and is suitable for **high-capacity models**.

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## 🔍 Key Characteristics

* **Dataset Size:**
  `1B < n < 10B` tokens

* **License:**
  Apache License 2.0 (Apache-2.0)

* **Task Category:**

  * Text Generation

* **Languages Supported:**

  * English (`en`)
  * Hebrew (`he`)
  * Arabic (`ar`)

---

## 🧠 Domains & Tags

The dataset includes high-quality content across a wide range of fields:

* 🧪 Chemistry
* 🧬 Biology
* 💰 Finance
* ⚖️ Legal
* 🎨 Art
* 🌍 Climate
* 💻 Code / Software
* 🏥 Medical
* 🤖 Agent-oriented data

This diversity makes the dataset ideal for:

* General-purpose LLM training
* Multilingual reasoning
* Pre-Training
* Domain-specific fine-tuning
* Autonomous and tool-using agents

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## 🎯 Intended Use

* Training large language models (LLMs)
* Pre-training
* Fine-tuning domain-aware or multilingual models
* Research in NLP, AI agents, and reasoning systems
* Benchmarking text-generation capabilities at scale

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## 📜 License

This dataset is released under the **Apache License 2.0**, allowing commercial use, modification, and distribution with proper attribution.

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## ⚠️ Disclaimer

The dataset may contain domain-specific information (e.g., medical, legal, financial) and is intended **for research and development purposes only**.
It should not be used as a sole source for professional advice.

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## 🙌 Acknowledgements

Created and curated as a large-scale effort to support open, multilingual, and multi-domain AI research.

---