Part 8/12:
These comprehensive assessments enable organizations to select models that are not only performant but also fit seamlessly into their operational environment.
The Results: Insights from Our Initial Evaluation
Our initial testing included several popular LLMs, using a balanced weighted average across the evaluation dimensions. The outcomes revealed:
Different models excel in specific areas; no single model dominates across all criteria.
Lightweight open-source models may surpass large proprietary models in deployment speed and cost for simple tasks.
Larger models, with higher accuracy and capability, are often less suitable for real-time applications due to latency and infrastructural demands.