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Improving Accuracy of LLM Applications
Coursera
Guided Project
Unknown

Improving Accuracy of LLM Applications

Complete this Guided Project in under 2 hours. Join our new short course, Improving Accuracy of LLM Applications with Lamini and Meta. Learn from Sharon ...

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About this Course

Complete this Guided Project in under 2 hours. Join our new short course, Improving Accuracy of LLM Applications with Lamini and Meta. Learn from Sharon ...

What You'll Learn

  • Understand development steps, from evaluation, through prompting, self-reflection, and fine-tuning, to improve your model’s reliability and accuracy.
  • Learn how memory tuning can increase your model performance by embedding facts into your model to reduce hallucination.
  • Use the Llama 3-8b model to build an LLM application that converts text to SQL with a custom schema.

Instructors

S

Sharon Zhou

Computer Science, Stanford University

A

Amit Sangani

Meta

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

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