2A2I/Arabic-OpenHermes-2.5

---
language:
- ar
license: apache-2.0
size_categories:
- 100K<n<1M
dataset_info:
features:
- name: title
dtype: string
- name: category
dtype: string
- name: system_prompt
dtype: string
- name: topic
dtype: string
- name: avatarUrl
dtype: string
- name: model
dtype: string
- name: hash
dtype: string
- name: skip_prompt_formatting
dtype: bool
- name: custom_instruction
dtype: bool
- name: idx
dtype: string
- name: language
dtype: string
- name: views
dtype: float64
- name: source
dtype: string
- name: model_name
dtype: string
- name: id
dtype: string
- name: user
dtype: string
- name: gpt
dtype: string
- name: conversations
dtype: string
splits:
- name: train
num_bytes: 3878191096
num_examples: 981618
download_size: 1685705250
dataset_size: 3878191096
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
tags:
- synthetic
- GPT-4
- Distillation
- Compilation
---
# Dataset Card for "Arabic-OpenHermes-2.5"

<img src="./Arabic-OpenHermes-2.5.png" width="350" alt="Original Dataset Card of Arabic-OpenHermes-2.5 by 2A2I">

### Dataset Sources & Infos
- **Data Origin**: Derived from the original OpenHermes dataset : [teknium/OpenHermes-2.5](https://huggingface.co/datasets/teknium/OpenHermes-2.5).
- **Languages**: Modern Standard Arabic (MSA)
- **Applications**: `Language Modeling`
- **Maintainer:** [Marwa El Kamil](https://huggingface.co/maghwa) & [Mohammed Machrouh](https://huggingface.co/medmac01)
- **License:** Apache-2.0

### Overview

`Arabic-OpenHermes-2.5` is a carefully curated dataset extracted / translated from the OpenHermes-2.5 collection provided by [teknium](https://huggingface.co/teknium).

### Purpose

`Arabic-OpenHermes-2.5` streamlines Arabic language research and applications by offering a high quality text resource in the conversational style to help better alignement of the Arabic Base LLMs, saving time and effort for researchers, technologists, and linguists in Arabic NLP/AI projects.
- Enjoy using Arabic-OpenHermes-2.5 dataset directly for your Arabic applications and research! 😀

### Usage
This dataset serves as an essential tool for those venturing into Arabic language projects, spanning from academic research to commercial applications. By presenting a source of Arabic text, `Arabic-OpenHermes-2.5` empowers users to plunge directly into model `finetuning`, analysis, and application development, eliminating the initial challenges of synthetic data creation.

#### Use with HuggingFace
To load this dataset with Datasets, you'll need to install the datasets library with `pip install datasets --upgrade` and then use the following code:

```python
from datasets import load_dataset

dataset = load_dataset("2A2I/Arabic-OpenHermes-2.5")
```

### Contribution and Collaborative Engagement
Find 'Arabic-OpenHermes-2.5' on the Hugging Face Hub at [2A2I/Arabic-OpenHermes-2.5](https://huggingface.co/datasets/2A2I/Arabic-OpenHermes-2.5), where community contributions are welcomed. Users are invited to share feedback and propose enhancements.

### Support and Collaborate
We are dedicated to cultivating an inclusive and encouraging space for Arabic AI and NLP research. For assistance, collaboration opportunities, or inquiries related to the dataset, please connect with us through the Hugging Face Hub's discussion section or contact us via [2A2I Contact Email]([e-mail]).

---

# Original Dataset Card of OpenHermes-2.5 by teknium

<img src="https://cdn-uploads.huggingface.co/production/uploads/64d5698102e58cc1fdd0b585/nWQ7oqq4fUSaGsvmNAsr2.png" width="350" alt="Original Dataset Card of OpenHermes by teknium">

## Dataset Summary

The Open Hermes 2/2.5 and Nous Hermes 2 models have recently achieved noteworthy progress in state-of-the-art language models (LLMs). These advancements are rooted in the innovative utilization of large-scale training data, specifically tailored for language modeling tasks.

For further information, please visit [teknium/OpenHermes-2.5](https://huggingface.co/datasets/teknium/OpenHermes-2.5).

We hope the `Arabic-OpenHermes-2.5` dataset serves your needs well and propels your Arabic NLP endeavors to new heights!

## Citation

```bibtex
@misc{OpenHermes 2.5,
title = {OpenHermes 2.5: An Open Dataset of Synthetic Data for Generalist LLM Assistants},
author = {Teknium},
year = {2023},
publisher = {HuggingFace},
url = {https://huggingface.co/datasets/teknium/OpenHermes-2.5}
}
```
```bibtex
@misc{Arabic OpenHermes 2.5,
title = {Arabic OpenHermes 2.5: An Arabic version of Synthetic Data for Generalist Arabic LLM Assistants},
author = {Marwa El Kamil, Mohammed Machrouh},
year = {2024},
publisher = {HuggingFace},
url = {https://huggingface.co/datasets/2A2I/Arabic-OpenHermes-2.5}
}
```

原始信息汇总

数据集概述

名称: Arabic-OpenHermes-2.5

来源: 该数据集是从OpenHermes-2.5集合中提取并翻译得到的，原始集合由teknium提供。