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Build Generative AI Applications With Open Source Tech (Guest: Tobias Zwingmann)
Manage episode 383454602 series 3437240
In this episode, Tobias Zwingmann (AI Advisor & Author) and Andreas Welsch discuss building Generative AI applications with Open Source technology. Tobias shares his examples on weighing proprietary against open source technology for large language models and provides valuable advice for listeners looking to decide whether to use commercially available LLMs or open models such as Llama 2.
Key topics:
- What types of use cases does Generative AI enable?
- When should you use off the shelf vs open source LLMs?
- What components do you need to set up, train, and use Open Source LLMs?
- What are the downsides and risks of using Open Source components?
Listen to the full episode to hear how you can:
- Understand the four categories of Generative AI use cases
- Evaluate when off the shelf is more advantageous vs open source
- Consider total cost to operate an LLM
- Determine the risk of skill shortages for cutting edge technologies
Watch this episode on YouTube:
https://youtu.be/g9TNndkfdU0
Questions or suggestions? Send me a Text Message.
***********
Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Level up your AI Leadership game with the AI Leadership Handbook:
https://www.aileadershiphandbook.com
More details:
https://www.intelligence-briefing.com
All episodes:
https://www.intelligence-briefing.com/podcast
Get a weekly thought-provoking post in your inbox:
https://www.intelligence-briefing.com/newsletter
63 episodes
Manage episode 383454602 series 3437240
In this episode, Tobias Zwingmann (AI Advisor & Author) and Andreas Welsch discuss building Generative AI applications with Open Source technology. Tobias shares his examples on weighing proprietary against open source technology for large language models and provides valuable advice for listeners looking to decide whether to use commercially available LLMs or open models such as Llama 2.
Key topics:
- What types of use cases does Generative AI enable?
- When should you use off the shelf vs open source LLMs?
- What components do you need to set up, train, and use Open Source LLMs?
- What are the downsides and risks of using Open Source components?
Listen to the full episode to hear how you can:
- Understand the four categories of Generative AI use cases
- Evaluate when off the shelf is more advantageous vs open source
- Consider total cost to operate an LLM
- Determine the risk of skill shortages for cutting edge technologies
Watch this episode on YouTube:
https://youtu.be/g9TNndkfdU0
Questions or suggestions? Send me a Text Message.
***********
Disclaimer: Views are the participants’ own and do not represent those of any participant’s past, present, or future employers. Participation in this event is independent of any potential business relationship (past, present, or future) between the participants or between their employers.
Level up your AI Leadership game with the AI Leadership Handbook:
https://www.aileadershiphandbook.com
More details:
https://www.intelligence-briefing.com
All episodes:
https://www.intelligence-briefing.com/podcast
Get a weekly thought-provoking post in your inbox:
https://www.intelligence-briefing.com/newsletter
63 episodes
All episodes
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