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Determinism in the AI Tech Stack (LLMs): Temperature, Seeds, and Tools

June 2, 2024
in Trade Tube
Reading Time: 1 min read
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How Can We Improve Determinism in the AI Tech Stack (LLMs): Temperature, Seeds, and Tools

HUBSPOT Free E-book:

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Today we are looking if and how we can improve deterministic outputs in LLMs. We do some experiments with open source model like phi3 and bigger modles like gpt4o

3Blue1Brown:

00:00 AI Determinism Intro
00:24 AI Tech Stack vs Software Tech Stack
02:17 How to Improve Determinism in LLMs?
04:13 Hubspot
05:28 Improving Determinism Tests
08:29 What is Temperature in a LLM?
12:43 Improving Determinism Tests
17:12 OpenAI Seeds
20:52 Conclusion

This Video was sponsored by Hubspot

source

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