Local Ai Models on Quadro P2000 - Homelab testing Gemma Ai, Qwen2, Smollm, Phi 3.5, Llama 3.1
Автор: Digital Spaceport
Загружено: 2024-09-18
Просмотров: 18618
Описание:
Longtime homelab favorite Quadro 2000 is a 5 GB GPU that is still pretty decent and in a lot of home servers already, but how does it handle running local LLMs? This is crazy, but it works and the performance IS NOT what you expect. Must watch if you have P2000 already in your system! I will cover some tips and tricks and possible use cases and tradeoffs for this Nvidia GPU.
Nvidia Quadro P2000 GPU https://geni.us/Quadro_P2000
SUPER CHEAP AI SERVER • Local AI Server for $150 Budget in 2025?!
Results Table https://digitalspaceport.com/llama3-1...
LOCAL AI QUAD 3090 SERVER • INSANE Home AI Server - Quad 3090 Build
GPU Rack Frame https://geni.us/GPU_Rack_Frame
Supermicro H12ssl-i MOBO (better option vs mz32-ar0) https://geni.us/MBD_H12SSL-I-O
Gigabyte MZ32-AR0 MOBO https://geni.us/mz32-ar0_motherboard
AMD 7V13 (newer, faster vs 7702) https://geni.us/EPYC_7V13_CPU
RTX 3090 24GB GPU (x4) https://geni.us/GPU3090
256GB (8x32GB) DDR4 2400 RAM https://geni.us/256GB_DDR4_RAM
PCIe4 Risers (x4) https://geni.us/PCIe4_Riser_Cable
AMD SP3 Air Cooler (easier vs water cooler) https://geni.us/EPYC_SP3_COOLER
iCUE H170i water cooler https://geni.us/iCUE_H170i_Capellix
(sTRX4 fits SP3 and retention kit comes with the CAPELLIX)
CORSAIR HX1500i PSU https://geni.us/Corsair_HX1500iPSU
4i SFF-8654 to 4i SFF-8654 (x4, not needed for H12SSL-i) https://geni.us/SFF8654_to_SFF8654
ARCTIC MX4 Thermal Paste https://geni.us/Arctic_ThermalPaste
Kritical Thermal GPU Pads https://geni.us/Kritical-Thermal-Pads
HDD Rack Screws for Fans https://geni.us/HDD_RackScrews
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Chapters
0:00 Ai Home Server Low Power GPU
1:10 Ollama Model Shopping
2:08 Microsoft Phi3.5 in 3.7b
6:22 Smollm 1.7b
8:04 Google Gemma Ai 2b
10:06 Low Wattage GPU Ai Models for Homelabs
11:14 Qwen2 7b
13:20 Llama3.1 Q3 8b
15:20 Use Cases Tips and Tricks
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