ZERO Cost AI Agents Are ELMs ready for your prompts? (Llama3, Ollama, Promptfoo, BUN)
AI Summary
In this video, the presenter discusses the growing viability of efficient language models (ELMs), particularly focusing on the releases of Elm models like Gemma 53 and Llama 3. They question whether these models are ready for on-device use and outline specific standards for evaluating their efficiency. The video covers key metrics like RAM consumption, tokens per second (TPS), and accuracy, setting benchmarks for models to meet before they can be deemed suitable for personal or professional applications. The presenter introduces the ITV Benchmark, a personalized framework for assessing model performance through concise tests. Demonstrating the benchmark using an M2 MacBook Pro, they test the performance of Gemma 53 and Llama 3. The importance of defining personal standards for ELMs is emphasized, encouraging viewers to experiment with local models as they become more capable. Overall, they suggest that efficient language models are close to being ready for mainstream adoption, and encourage viewers to stay engaged with advancements in the space.