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The BEST Mental Model for Optimizing Your LLMs - Part 1
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🤔 Looking to implement your own LLM-based RAG system, but don't know where to begin?
In this episode, join Angelina and Mehdi, for a discussion about strategies to optimize your LLM performance.
What You'll Learn:
🔎 What options do you have to optimize your performance and when do you use them?
🚀 How far can prompt engineering go?
🛠 The best mental model for strategizing your happy path.
✏️ In This Episode:
00:00 Intro
00:16 What options do I have for optimizing LLM performance?
00:38 What is the first thing we should do to optimize LLM accuracy?
02:38 What is context optimization?
04:12 What is LLM optimization?
05:00 The best mental model for optimizing LLMs
07:53 Prompt Engineering
09:08 Long context window
10:48 How far can we really take prompt engineering?
11:13 What if after prompt engineering the model is still not working very well?
14:23 RAG review
Stay tuned for more content! 🎥 Thanks you for watching! 🙌
In this episode, join Angelina and Mehdi, for a discussion about strategies to optimize your LLM performance.
What You'll Learn:
🔎 What options do you have to optimize your performance and when do you use them?
🚀 How far can prompt engineering go?
🛠 The best mental model for strategizing your happy path.
✏️ In This Episode:
00:00 Intro
00:16 What options do I have for optimizing LLM performance?
00:38 What is the first thing we should do to optimize LLM accuracy?
02:38 What is context optimization?
04:12 What is LLM optimization?
05:00 The best mental model for optimizing LLMs
07:53 Prompt Engineering
09:08 Long context window
10:48 How far can we really take prompt engineering?
11:13 What if after prompt engineering the model is still not working very well?
14:23 RAG review
Stay tuned for more content! 🎥 Thanks you for watching! 🙌
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