Nightfoory/functiongemma-270m-it-simple-tool-calling
Nightfoory/functiongemma-270m-it-simple-tool-calling is a 270 million parameter instruction-tuned language model, fine-tuned from Google's functiongemma-270m-it. It specializes in simple tool-calling capabilities, making it suitable for applications requiring basic function invocation. The model has a context length of 32768 tokens and is optimized for efficient deployment in scenarios where lightweight, function-aware models are beneficial.
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Nightfoory/functiongemma-270m-it-simple-tool-calling Overview
This model is a specialized 270 million parameter instruction-tuned language model, building upon Google's functiongemma-270m-it base. It has been fine-tuned using the TRL library to enhance its ability to handle simple tool-calling instructions. With a substantial context length of 32768 tokens, it can process relatively long prompts while maintaining its function-calling capabilities.
Key Capabilities
- Simple Tool Calling: Optimized for understanding and responding to prompts that require invoking basic external functions or tools.
- Instruction Following: Excels at following explicit instructions provided in the prompt.
- Efficient Deployment: Its compact size (270M parameters) makes it suitable for resource-constrained environments or applications where low latency is critical.
Good For
- Lightweight Function Calling: Ideal for integrating basic tool-use functionalities into applications without the overhead of larger models.
- Instruction-Based Tasks: Performing tasks that rely on clear, direct instructions.
- Edge or Mobile Deployments: Its small footprint allows for more efficient deployment in environments with limited computational resources.