souzatharsis/tamingLLMs
Taming LLMs: A Practical Guide to LLM Pitfalls with Open Source Software
This guide helps technical leaders and engineers building applications with Large Language Models (LLMs) understand and overcome common challenges. It takes the typical focus on LLM capabilities and balances it with a deep dive into practical limitations and implementation pitfalls. You'll gain insights into common problems with LLMs and learn how to apply open-source solutions using practical Python examples.
340 stars. No commits in the last 6 months.
Use this if you are developing LLM-powered applications and need to understand the practical challenges and how to address them with open-source tools.
Not ideal if you are looking for a high-level overview of LLM capabilities without delving into the specifics of implementation problems.
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Feb 05, 2025
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