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Function Calling - Cheap, Fast, Local and Enterprise
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Classroom Contents
LLM Tool Use - GPT4o-mini, Groq, and Llama.cpp
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- 1 Function Calling - Cheap, Fast, Local and Enterprise
- 2 Video Overview
- 3 Tool Use Flow Chart
- 4 Function preparation tips
- 5 Resources trelis.com/ADVANCED-inference
- 6 Code walk-through for function / tool preparation
- 7 Prompt preparation and Recursive tool use
- 8 GPT4o-mini tool use performance
- 9 Zero shot prompting and Runpod Phi-3 endpoint setup
- 10 Phi-3 Mini Zero Shot Performance
- 11 Parallel function calling with Phi-3
- 12 Low latency tool use with Groq - Zero shot
- 13 Groq Llama 3 8B Zero Shot Tool Use Performance
- 14 Groq Llama 3 8B Fine-tune Performance
- 15 Groq Llama 3 70B Fine-tune Performance
- 16 Local Phi-3 Inference on a Mac with llama.cpp
- 17 Final Tool Use Tips
- 18 Resources
