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crewAIInc / crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
https://crewai.com
MIT License
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How can the temperature of all agents be controlled? #643

Closed Chriszhangmw closed 3 weeks ago

Chriszhangmw commented 3 months ago

Hi, Thanks for your amazing work for Crewai.

My experiment involves 4 agents sharing the same LLM object with a temperature of 0.0. Despite identical inputs, the output varies each time, contrary to the expected consistency.

Could you share what parameters can control this? Thanks.

robertobalestri commented 3 months ago

Temperature 0 doesn't mean same results. Obviously there is an high probability that results are not so random liek with higher temperature, but LLMs are not deterministic, even with temperature 0.

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