docs: add Neo Ar cards and licenses

README.md

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+---
+license: other
+license_name: tokenai-neo-ar-model-license
+license_link: https://huggingface.co/tokenaii/Neo-Ar/blob/main/licenses/MODEL_LICENSE.md
+library_name: pytorch
+pipeline_tag: text-classification
+language:
+- ar
+tags:
+- system-one
+- decision-model
+- rlcd
+- tool-routing
+- arabic
+- arabic-only
+---
+
+# Neo Ar — Arabic Decision Model
+
+<p align="center"><img src="assets/neo-ar-cover.png" alt="Neo Ar — Arabic Decision Model" width="360"></p>
+
+Neo Ar is an Arabic-only TokenAI System One decision model. It selects bounded
+actions from declared candidate sets and returns typed probabilities for
+`choice`, `score`, and `noul`. It does not generate free-form conversation.
+
+## Language policy
+
+The model weights, tokenizer, training records, labels, questions, tool
+descriptions, and evaluation cases are Arabic-only. This model card and the
+repository documentation are English for accessibility; English is not a
+supported model language.
+
+## Architecture target
+
+- 12-layer bidirectional Transformer encoder.
+- Hidden size 768; 12 attention heads.
+- Intermediate size 3,072; maximum context 1,024 tokens.
+- Up to 64 choice options and 7 ordered score levels.
+- Binary `noul` head and up to 12 questions per request.
+- 86,393,160 trainable parameters with the released 644-token vocabulary.
+
+## Links
+
+- Dataset: https://huggingface.co/datasets/tokenaii/Neo-Ar-Dataset
+- Complete source and training repository: https://github.com/tokenaii/Neo-Ar
+
+The GitHub repository contains the complete source code, Arabic data generator,
+tokenizer construction, training code, evaluation, benchmark results, and
+training history. This model repository contains release artifacts and public
+documentation only.
+
+## Status and limitations
+
+This is a research model until held-out Arabic benchmarks demonstrate reliable
+tool routing, calibration, option-order robustness, and unseen-tool behavior.
+Do not use it for unsupervised high-impact or irreversible decisions.
+
+TokenAI is a non-profit startup founded in 2025 by Assem Sabry, based in
+Alexandria, Egypt. Contact: info@tokenai.llc — https://tokenai.llc.