Introducing Arcee Agent: A Specialized 7B Language Model for Function Calling and Tool Use
Introducing Arcee Agent: A Specialized 7B Language Model for Function Calling and Tool Use
Lucas Atkins
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July 3, 2024
Arcee Agent is yet another Arcee model punching above its weight: it's just 7B (initialized from Qwen2-7B) and outranks much larger models. Try it out for function calling and tool use!
We are excited to announce the release of Arcee Agent, a cutting-edge 7B parameter language model designed specifically for function calling and tool use. Initialized from Qwen2-7B, Arcee Agent offers performance comparable to much larger models while maintaining efficiency and speed.
Key Features
Advanced Function Calling: Excels at interpreting, executing, and chaining function calls.
Multiple Format Support: Compatible with various tool use formats, including Glaive FC v2, Salesforce, and Agent-FLAN.
Dual-Mode Functionality:
Tool Router: Can serve as intelligent middleware for request analysis and routing.
Standalone Chat Agent: Capable of human-like conversations and independent task completion.
Efficient Performance: Delivers rapid response times, suitable for real-time applications and resource-constrained environments.
Capabilities
Arcee Agent is particularly adept at:
API Integration
Database Operations
Code Generation and Execution
Multi-step Task Execution
Business Use Cases
Arcee Agent can be applied across various industries for tasks such as:
Customer Support Automation
Sales and Marketing Automation
Operational Efficiency Enhancement
Financial Services Automation
Healthcare Solutions
E-commerce Enhancements
Human Resources Automation
Legal Services Automation
Educational Tools
Manufacturing and Supply Chain Automation
Availability and Training
Arcee Agent was trained using Spectrum, with compute provided by CrusoeAI.
Limitations
Users should be aware that:
The model's capabilities outside function calling and tool use may be more limited compared to larger, general-purpose models.
As with all language models, outputs should be validated and used responsibly.
We invite developers, researchers, and businesses to explore Arcee Agent's capabilities for implementing sophisticated AI-driven solutions without the computational overhead of larger language models.
