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Scaling and Optimizing Your AI Stack

Scaling and Optimizing Your AI Stack

Pre-conference Event
Tuesday, June 04, 2024 10:30—12:30
Location: C 03
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The second half of our bootcamp, "Scaling and Optimizing Open Source AI," builds on the foundational knowledge from Part 1, shifting focus towards scalability, performance optimization, and leveraging community collaboration in open-source AI systems. In these final two hours, we delve deeper into strategies for scaling and fine-tuning open-source AI models like Mixtral 8x7b, and explore how collaborative innovation can drive your projects forward.

Agenda Session II:

  1. Scalability in the Open Source Realm: Address the challenges and opportunities of scaling open-source AI systems. Discuss infrastructure choices, distributed computing frameworks, and how to harness the collective power of the community for scalability and innovation.
  2. Optimizing for Performance: Delve into techniques for fine-tuning the performance of open-source AI models, including the Mixtral 8x7b. Explore tools for monitoring, code optimization, and achieving efficient resource utilization.
  3. Hands-On Collaboration: Participate in interactive group activities, applying the principles of open-source development to conceptualize and initiate the construction of a Generative AI tech stack, using the Mixtral 8x7b model as a reference.
  4. Staying Ahead with Open Source: Conclude with insights into the dynamic nature of open-source AI. Discuss strategies for contributing to and benefiting from the community, ensuring your tech stack remains cutting-edge and adaptable to future advancements.

By the end of this bootcamp, you will not only understand the mechanics of building with open-source AI like Mixtral 8x7b but also be equipped with the strategies to scale, optimize, and contribute to these projects, ensuring their tech stack is robust, efficient, and at the forefront of AI innovation.

Marina Iantorno
Research Analyst
Marina joined KuppingerCole as a Research Analyst in April 2022. Her main areas of expertise are Business, Data Analytics and Artificial Intelligence. Background & Education Marina holds a...
Jianchao Wang
Director and Co-Founder
Jianchao Wang stands at the forefront of cloud computing and artificial intelligence, guiding AltoSice Cloud Solution from its early days as a promising startup to its current path towards becoming...
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