Python-centric AI Application Building in Minutes with Lepton and Ray

Despite the huge success and adoption of AI, it continues to be a huge challenge to bridge the research flexibility and infra scalability. This is even more so with the recent explosion of AI generated content (AIGC) and Large Language Models (LLMs). Different AI models require different software runtimes, but container tech's user-friendliness falls far short. There is a silver lining: the software stack of AI are more Pythonic than ever before, leading to much potential to simplify AI application building. In this talk, we present approaches to bring AI research to AI applications efficiently and within minutes with Lepton's python SDK, and show how one can utilize Lepton and Ray to bring such solutions to scale.
Find the slide deck here: drive.google.c...
About Anyscale
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Anyscale is the AI Application Platform for developing, running, and scaling AI.
www.anyscale.com/
If you're interested in a managed Ray service, check out:
www.anyscale.c...
About Ray
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Ray is the most popular open source framework for scaling and productionizing AI workloads. From Generative AI and LLMs to computer vision, Ray powers the world’s most ambitious AI workloads.
docs.ray.io/en...
#llm #machinelearning #ray #deeplearning #distributedsystems #python #genai