top of page
Writer's pictureTensorOps

Reducing the costs of AI and LLM applications



Understand Your Costs: Discover why many companies struggle with scattered billing and multiple vendor payments and Learn actionable strategies to optimize these expenses without compromising performance


Key topics include:

00:00 Intro

01:30 How to Measure & the Importance of Cost Reduction for LLMs

10:40 Optimizing Language Models for Cost Efficiency

12:30 Going for the Smaller Model

14:40 Prompt Engineering for Cost Reduction

19:15 Evaluation - Cost of Running Efficient Validation

26:00 Quantization - Compressing the Models

36:50 LLM Routing Design Patterns - Choosing the Right Model for the Task

42:55 Architectural Decisions that Reduce Costs

44:50 RAG vs Large Context

54:00 Wrap Up

コメント


Sign up to get updates when we release another amazing article

Thanks for subscribing!

bottom of page