From the course: Oracle Cloud Infrastructure Generative AI Professional
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OCI Generative AI - Oracle Cloud Infrastructure Tutorial
From the course: Oracle Cloud Infrastructure Generative AI Professional
OCI Generative AI
(upbeat chiming) - [Instructor] Hello and welcome to this lesson on OCI Generative AI Service. OCI Generative AI Service is a fully-managed service that provides a set of customizable large language models, available via a single API to build generative AI applications. And what I mean by single API access is that you have the flexibility to use different foundational models with minimal code changes. The service is also serverless, meaning you don't have to manage any infrastructure. There are three key characteristics of the service, the first being the service provides a choice of pre-trained foundational models from Meta and Cohere. The second is the service enables flexible fine-tuning, and you can create custom models by fine-tuning pre-trained foundational models with your own dataset. And last, the service enables dedicated AI clusters. These are GPU-based compute resources that host your fine-tuning and inference workloads. And we'll go through each of them in little bit more…
Contents
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Module introduction45s
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OCI Generative AI7m 21s
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Demo: OCI Generative AI12m 22s
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Chat models9m 58s
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Demo: Chat models7m 5s
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Demo: OCI Generative AI service inference API7m 37s
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Demo: Config setup for generative AI inference API5m 35s
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Embedding models13m 4s
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Demo: Embedding models7m 25s
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Prompt engineering11m 10s
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Customize LLMs with your data9m 56s
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Fine-tuning and inference in OCI Generative AI11m 24s
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Dedicated AI cluster sizing and pricing10m 45s
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Demo: Dedicated AI clusters6m 16s
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Fine-tuning configuration9m 42s
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Demo: Fine-tuning and custom models6m 13s
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Demo: Inference using endpoint5m 53s
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OCI Generative AI security4m 31s
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