aria-haman/haman-fa-article-graph-llm-125m
Text Generation • Updated • 179 • 1
AI & ML interests
Persian NLP Graph-based NLP Graph Neural Networks Knowledge Graphs Persian Language Models Text Generation AI Agents Model Context Protocol Open-source AI
Recent Activity
Organization Card
Haman Labs
Open, graph-native infrastructure for Persian AI
Haman Labs is the AI research and open-source engineering lab of Aria Haman Mehr Parseh. We build Persian-first infrastructure that transforms raw text into language graphs, graph-aware language models, reproducible datasets, and extensible AI products.
Haman Labs is home to Rakhshai Graph-based NLP (RGN), Iran’s first integrated graph-oriented NLP project for Persian, and Haman Persian Article Graph-LLM 125M, the first Iranian LLM built with an Iranian-produced architecture.
What we build
Rakhshai Graph-based NLP (RGN)
An open-source, graph-native platform for Persian natural language processing. RGN provides a coherent path from Persian text preparation and multi-relation graph construction to graph learning, language-model training, evaluation, inference, Python APIs, CLI tools, and MCP integration.
Haman Persian Article Graph-LLM 125M
A native Persian language model developed for structured article generation. The model accepts a topic, audience, tone, and section count and produces structured output in Markdown or JSON.
Its Iranian-produced architecture combines a decoder-only Transformer with a GCN over a corpus-level lexical graph and context-gated fusion between graph and token representations. Its tokenizer, graph, training workflow, and model weights were built for Persian, with training starting from random initialization.
Haman Persian Wikipedia Articles 186K
A dataset of approximately 186,000 Persian Wikipedia articles prepared to support reproducible Persian article-model training and experimentation.
Our approach
- Persian-first: Built around Persian language, data, and linguistic needs.
- Graph-native: Relations, context, and structure are part of the modeling path.
- Open and inspectable: Source code, documentation, datasets, and workflows are available to the community.
- Research to product: A foundation for researchers, developers, AI agents, and production systems.
دربارهٔ آزمایشگاه هامان
آزمایشگاه هوش مصنوعی هامان، واحد پژوهش و توسعهٔ متنباز شرکت دانشبنیان نرمافزاری آریا هامان مهر پارسه است. ما زیرساختهایی میسازیم که رابطهٔ میان واژهها، جملهها و اسناد فارسی را به بخشی از هوشمندی مدل تبدیل میکنند.
آزمایشگاه هامان خانهٔ Rakhshai Graph-based NLP (RGN)، نخستین پروژهٔ ایرانی یکپارچهٔ NLP گرافمحور برای زبان فارسی، و مدل Haman Persian Article Graph-LLM 125M، نخستین LLM ایرانی ساختهشده با معماری تولید ایرانی، است.
هدف ما توسعهٔ فناوری فارسیمحور، دانش باز و ابزارهایی است که مسیر میان پژوهش، مدل زبانی و محصول را برای جامعهٔ فارسیزبان کوتاهتر میکنند.