---
license: other
license_name: tokenai-neo-ar-dataset-license
license_link: https://huggingface.co/datasets/tokenaii/Neo-Ar-Dataset/blob/main/legal/DATASET_LICENSE.md
language:
- ar
task_categories:
- text-classification
tags:
- system-one
- decision-model
- rlcd
- synthetic
- tool-routing
- arabic
- arabic-only
---

# Neo Ar — Arabic Decision Model Dataset

<p align="center"><img src="assets/neo-ar-cover.png" alt="Neo Ar — Arabic Decision Model Dataset" width="360"></p>

This dataset contains synthetic Arabic-only decision records for training and
evaluating Neo Ar. The model and dataset cards are written in English, but all
state text, questions, labels, tool descriptions, and decision examples are in
Arabic.

## Initial target

- 600,000 state records.
- At least 1,800,000 individual decisions.
- `choice`, `score`, and `noul` questions.
- 40 Arabic-described tools and actions.
- Train, calibration, and held-out test splits.

The associated Neo Ar model contains 86,393,160 trainable parameters with the
released Arabic tokenizer vocabulary.

## Provenance

Records are generated deterministically by the Arabic synthetic-data generator
in the Neo Ar GitHub repository. No public dataset rows are copied into the
training corpus. The final manifest will include counts, seed, split metadata,
and SHA-256 hashes.

## Links

- Model: https://huggingface.co/tokenaii/Neo-Ar
- Complete source and training repository: https://github.com/tokenaii/Neo-Ar

Training logs and benchmark history are maintained on GitHub only and are not
part of this dataset release.

TokenAI is a non-profit startup founded in 2025 by Assem Sabry, based in
Alexandria, Egypt. Contact: info@tokenai.llc — https://tokenai.llc.