Llama-3-Groq-8B-Tool-Use
8B Parameter Language Model for Advanced Tool Usage and Function Call
- Fine tuning of causal language model, suitable for tool usage
- Optimized converter architecture that supports complex tasks
- Fully Fine tuning and Direct Preference Optimization (DPO) training methods
- Enhanced text input and output capabilities, supporting tool usage and function calling
- Achieved an overall accuracy of 89.06% on the Berkeley Function Calling Leaderboard
- Suitable for tool usage and function invocation scenarios in research and development
- Sensitive to temperature and top-p sampling configuration, requiring appropriate adjustments
Product Details
The Llama-3-Groq-8B-Tool-Use model is an 8B parameter causal language model specially designed for advanced tool usage and function calling tasks. The optimized transformer architecture of the model was trained on the Llama 3 8B base model through complete fine-tuning and direct preference optimization (DPO). It performs well in tasks involving API interaction, structured data manipulation, and complex tool usage. However, users should be aware that the model may produce inaccurate or biased content in certain situations, and users need to implement appropriate security measures for their specific use cases.
