Downloads · 30 days
0
DCoTAgentAligner-Base
AIResAgTeam/DCoTAgentAligner-Base
DCoTAgentAligner-Base is a machine learning model from AIResAgTeam. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-nc-sa-4.0.
This model aligns diverse cognitive reasoning styles across multilingual corpora using semantic graph vocabularies. It supports English, Indonesian, Arabic, and Spanish.
Access
Public
Updated Sep 30, 2025
Repo size
—
Likes
0
Public
Repo makeup
Click a slice to open those files.
Other1.5 KB · 39%
At a glance
- License
- cc-by-nc-sa-4.0
- Access
- Public
- Created
- Sep 30, 2025
- Updated
- Sep 30, 2025
- SHA
- 7777b019
Model card
From the Hugging Face model README
🧠 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.
- License
- cc-by-nc-sa-4.0
- Languages
- en, id, ar, es
- Created
- Sep 30, 2025
- Updated
- Sep 30, 2025