Dark-Davies/fusionai
Dark-Davies/fusionai is a 2 billion parameter Small Reasoning Model (SRM) based on the Qwen3-1.7B architecture, fine-tuned for high-logic reasoning tasks. It features native tool calling for web search and calculator functions, utilizing a ReAct framework for agentic behavior. Optimized for CPU inference, this model is designed for rapid deployment and zero-latency logic, making it suitable for PhD-level research tasks on standard hardware.
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Dark-Davies/fusionai: A Small Reasoning Model for Agentic AI
Dark-Davies/fusionai is a 2 billion parameter model built on the Qwen3-1.7B architecture, specifically fine-tuned as a Small Reasoning Model (SRM). It targets the "Goldilocks Zone" for AI deployment, offering sufficient power for complex tasks while maintaining high inference speed on standard CPU environments.
Key Capabilities
- Native Tool Calling: Directly outputs structured
Actioncalls forweb_searchandcalculatorfunctions. - ReAct Framework: Implements a "Thought -> Action -> Observation -> Final Answer" loop for robust agentic behavior.
- Efficient Deployment: Utilizes 4-bit merged safetensors for instant loading and high-speed CPU inference, requiring only ~1.1GB of memory.
- Zero-Latency Logic: Optimized to provide responses in under 10 seconds even on a 2-vCPU environment.
Good For
- Agentic AI Applications: Ideal for scenarios requiring autonomous decision-making and tool use.
- Complex Reasoning Tasks: Capable of handling PhD-level research tasks.
- Resource-Constrained Environments: Designed for efficient operation on standard hardware, including Hugging Face's Free Tier CPU.