OVERVIEW

• Introduction
• Infrastructure Onboarding

Get started

• Setup for CLI
• Getting started - Dashboard

examples

• End to End Examples
• Services, Autoscaling and Rollouts
• Job with Parameters
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Deploy a service

• Introduction to service
• Deploy your first service
• Interacting with your Service
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Deploy a Job

• Introduction to Job
• Deploy your first job
• Interacting with your Job
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ML Repository

• Introduction to ML Repo
• Quick Start
• Guides
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Large language models (LLMs)

• Deploying an LLM
• Send Requests to the Deployed LLM
• Model Fine-Tuning
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Deploy model directly

• Introduction to Model Deployment
• Deploy from Huggingface Hub
• Deploy from TrueFoundry Registry
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Running Jupyter notebooks

• Start a Jupyter Notebook
• Start a VSCode IDE
• Guides

DEPLOY A HELM APPLICATION

• Deploy LabelStudio with TrueFoundry

VOLumes

• Creating a Volume
• Attaching Volumes to Deployment

ASYNC SERVICE

• Introduction to Async Service
• Creating an Async Service
• Deploy your first Async Service
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Deployment options

• Build
• Resources
• Redeploy
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Concepts

• Cluster and Workspace
• Secrets
• Teams
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Deploying on your own cloud

• Creating your own kubernetes cluster
• Azure
• AWS
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References

• Service
• Job
• AsyncService
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FALL BACK

• Cost and Resource Insights