♟️ GambitFlow Intelligence Systems

🚀 Mission Overview

GambitFlow is an open-research organization dedicated to pushing the boundaries of Deep Reinforcement Learning in the domain of Chess. We specialize in building low-latency, high-accuracy neural evaluation functions optimized for both edge devices (Browsers) and high-performance cloud environments.

🧠 Core Intelligence: The Synapse Series

Our flagship Synapse series models utilize a proprietary Hybrid CNN-Transformer architecture.

• CNN Backbone: Expert-level spatial perception for pawn structures and piece activity.
• Transformer Neck: Strategic long-range dependencies and multi-move tactical sequences.

📂 Active Repositories

🤖 Models

• Synapse-Base: 38M Parameter Foundation Model.
• Nexus-Core: Deep ResNet optimized for positional play.
• Nexus-Nano: Lightweight CNN for instant mobile inference.

📚 Datasets

• Elite-Data: 5 Million+ positions filtered from ELO 2000+ Master games.
• Starter-Data: Curated positions for rapid model prototyping.

🤝 Contribution & Research

We welcome researchers and developers to contribute to the GambitFlow Ecosystem. All our public models and datasets are released under the CC BY-NC 4.0 license to ensure free access for research and personal use.

Flow with the perfect move.