AWS EC2 GPU Instance Comparison FeatureAmazon EC2 G5Amazon EC2 G6Amazon EC2 G7Processor2nd-generation AMD EPYC processorsNewer-generation processors optimized for GPU workloadsCustom Intel Xeon 6 processorsGPUUp to 8 NVIDIA A10G Tensor Core GPUsNVIDIA GPUs with enhanced memory bandwidthUp to 8 NVIDIA RTX PRO 4500 Blackwell Server Edition GPUsGPU Memory24 GB per GPU24
Document Version: 1.0 Applies To: Ubuntu 22.04/24.04, Debian 12, RHEL/Rocky 9 (or equivalent Linux distributions) Model: google/gemma-4-12B-it (recommended) 1. Purpose This document describes the standard procedure for deploying a production-ready vLLM inference server running the Google Gemma 4 12B model using Docker Compose. The
1. Purpose This SOP describes how to install and configure Open WebUI on a Linux server using Docker Compose. The deployment supports: * Connection to Ollama running on the Linux host * Persistent storage for users, chats, configuration, and uploaded files * Optional Microsoft Entra ID authentication * Optional Google authentication * Optional NVIDIA GPU
1. Purpose This SOP provides instructions for installing and configuring Ollama on a Linux server, enabling remote access, verifying the service, and downloading an AI model. Recommended SOP Structure 1. Purpose 2. Scope 3. Prerequisites 4. Hardware Requirements 5. Operating System Requirements 6. GPU Verification 7. Install Ollama 8. Configure
Below is a typical enterprise employee onboarding and offboarding process covering HR, IT, Security, Facilities, Finance, Legal, and the employee’s manager. 1. Employee Onboarding Process Purpose The onboarding process ensures a new employee, contractor, or intern is properly hired, verified, equipped, trained, and granted the right access before starting
1. Purpose This guide defines a minimal but effective IT management process for a startup company developing AI solutions. The goal is to establish practical IT operations, security, and compliance processes that support SOC 2 and ISO 27001 readiness without creating unnecessary enterprise overhead. This guide covers: * Microsoft 365 or
Version 1.0 Date 2026-06-22 Domain mptwork.com Model Identity rooted in the existing Microsoft Entra tenant; hierarchy of Management Groups → Subscriptions → Resource Groups → Resources Consoles Azure portal portal.azure.com · Entra admin center entra.microsoft.com Companion SOPs M365/Entra — sop-subscribe-manage-m365-mptwork.md, sop-entra-id-authentication-sso-mptwork.md · Network/IPAM — enterprise-ipam-reference-architecture.md · AWS
Version 1.0 Date 2026-06-22 Domain mptwork.com Model GCP Organization rooted in Cloud Identity / Google Workspace for mptwork.com; hierarchy of Folders → Projects; workforce access via Google Groups, optionally federated to Microsoft Entra Companion SOPs Google Workspace — sop-subscribe-manage-google-workspace-mptwork.md · Entra auth & SSO — sop-entra-id-authentication-sso-mptwork.md · Network/IPAM — enterprise-ipam-reference-architecture.md
Version 1.0 Date 2026-06-22 Domain mptwork.com Model AWS Organizations multi-account (management account + member accounts), workforce access via IAM Identity Center federated to Microsoft Entra / Google Companion SOPs Entra auth & SSO — sop-entra-id-authentication-sso-mptwork.md · Google Workspace — sop-subscribe-manage-google-workspace-mptwork.md · Network/IPAM — enterprise-ipam-reference-architecture.md Goal: stand up AWS for MPT Work
Version 1.0 Date 2026-06-22 Domain mptwork.com Products Jira + Confluence (Atlassian Cloud), managed in the Atlassian organization at admin.atlassian.com Identity Atlassian Guard + two IdP directories: Microsoft Entra and Google Workspace (SAML SSO + provisioning) Companion SOPs Entra auth & SSO — sop-entra-id-authentication-sso-mptwork.md · Google Workspace — sop-subscribe-manage-google-workspace-mptwork.md Goal: stand
Version 1.0 Date 2026-06-22 Domain mptwork.com Products Jira + Confluence (Atlassian Cloud), managed in the Atlassian organization at admin.atlassian.com Identity Atlassian Guard + two IdP directories: Microsoft Entra and Google Workspace (SAML SSO + provisioning) Companion SOPs Entra auth & SSO — sop-entra-id-authentication-sso-mptwork.md · Google Workspace — sop-subscribe-manage-google-workspace-mptwork.md Goal: stand
Version 1.0 Date 2026-06-22 Domain mptwork.com Deployment GitHub Enterprise Cloud with an enterprise account mptwork (github.com/enterprises/mptwork) Identity model Enterprise Managed Users (EMU) — accounts created/controlled via Microsoft Entra (SAML + SCIM) Companion SOP Entra ID authentication & SSO — sop-entra-id-authentication-sso-mptwork.md Goal: stand up GitHub so every