metadata
license: cc-by-nc-sa-4.0
tags:
- multilingual
- semantic-graph
- cognitive-diversity
- agent-alignment
datasets:
- AI-Research-Agent-Team/LIMIT-GRAPH-v1.1
language:
- en
- id
- ar
- es
🧠 DCoTAgentAligner Base Model
This model aligns diverse cognitive reasoning styles across multilingual corpora using semantic graph vocabularies. It supports English, Indonesian, Arabic, and Spanish.
🔍 Capabilities
- Chain-of-thought generation with style control
- Semantic graph alignment via LIMIT-GRAPH
- Multilingual adaptation with cultural hooks
- Evaluation-ready for leaderboard submission
📊 Benchmark Results
| Language | Accuracy | Diversity Index | Graph Consistency |
|---|---|---|---|
| English | 0.87 | 0.78 | 0.82 |
| Indonesian | 0.85 | 0.75 | 0.80 |
| Arabic | 0.83 | 0.72 | 0.79 |
📁 GitHub + Leaderboard
🧪 Evaluation Harness
Use benchmark.py from the repo to validate your agent before submission.
📜 License
This model is licensed under CC BY-NC-SA 4.0.