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00:00 Dual GPU Workstation Intro
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Classroom Contents
Dual AMD Radeon 9700 AI PRO - Building a 64GB LLM/AI Server with Llama.cpp
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- 1 00:00 Dual GPU Workstation Intro
- 2 02:23 Is this a Good GPU for AI?
- 3 05:30 Hardware Component List
- 4 06:54 Managing Airflow and Heat
- 5 07:49 Understanding PCIe Lane Splitting
- 6 10:31 Power Supply Requirements
- 7 11:35 OS and ROCm Installation
- 8 13:54 Installing GPU Monitoring Tools
- 9 16:08 Llama.cpp Toolboxes Overview
- 10 19:36 Vulkan vs ROCm
- 11 22:56 Setting Up the Toolboxes
- 12 25:56 Downloading Models from HF
- 13 29:29 Running LLMs via llama-cli and llama-server
- 14 34:37 Running llama-bench
- 15 37:26 Single vs Dual GPU Performance
- 16 42:21 Running Large Models on Dual GPUs
- 17 46:56 Summary and Future Plans
