Skip to main content

Run Local ChatGPT on AMD GPU (RX 6600 XT) | Ollama for AMD GPU | Nain Academy



πŸ”₯Want to run ChatGPT locally on your AMD GPU (RX 6600 XT)? 


πŸ‘‰ Want me to Grow ASAP? If so, click here https://www.youtube.com/channel/UCFLQuLM-EcOm7r8ZtvITfKA?sub_confirmation=1


In this step-by-step guide, I’ll show you how to set up LM Studio, Ollama, and Open WebUI to run LLMs efficiently. Since Ollama doesn’t natively support AMD GPUs, I’ll also walk you through patching Ollama to make it work on your setup!


--------------------------------------------


πŸ”Ή What You’ll Learn :

✅ Setting up LM Studio for local LLMs

✅ Installing and configuring Ollama

✅ Running Open WebUI for a smooth frontend

✅ Patching Ollama to work with unsupported AMD GPUs (RX 6600 XT)

✅ Performance benchmarks & troubleshooting


-------------------------------------------


πŸ”₯ Why run ChatGPT locally?

✅ No API costs πŸ’°

✅ Full privacy & control πŸ”’

✅ Faster response times ⚡

✅ Running Arbitrated Models πŸ’€


-------------------------------------------


πŸ“Œ Resources & Links :

✅ LM Studio : https://lmstudio.ai/

✅ Ollama : https://ollama.com/

✅ Open WebUI : https://github.com/open-webui/open-webui

✅ Ollama for AMD : https://github.com/likelovewant/ollama-for-amd


--------------------------------------------


πŸ•– Timestamps :

00:00 Intro

00:35 Hardware Requirements 

01:58 Getting Started

02:10 LM-Studio - The Simple Way

03:00 My Hardware Specs

03:32 Running LM-Studio with Resource Monitoring

09:13 Problem with LM-Studio

09:54 Ollama 

11:03 Getting LLM Models and Running Ollama

13:45 Ollama Running on CPU (Ryzen 5 5600)

14:50 Getting  into Ollama Troubleshooting

15:30 AMD GPU Supported Natively by Ollama 

16:00 Adding Support for Unsupported AMD GPU

22:03 Checking Modified Ollama on RX 6600xt

22:58 Running Modified Ollama and Resource Monitoring

25:36 Open-WebUI - The GPT-Like WebUI

29:59 End Regards


--------------------------------------------


πŸ”₯ Videos to Watch Next : 

✅ Here's is a something more for your home lab setup :  https://www.youtube.com/watch?v=pb_VgppFIH4&list=PLi-Z-W2pzU4KXNiYfook3TXb3_KikAIRu&index=1&pp=gAQBiAQB

✅ Some setting you should do to your windows computer :  https://www.youtube.com/watch?v=f5mzEa15HFk&list=PLi-Z-W2pzU4KHgudmNsV5X9y4yjBm84hJ&index=4&pp=gAQBiAQB


✅ Some content for Linux Beginners : https://www.youtube.com/watch?v=v0PRlAZaCkQ&list=PLi-Z-W2pzU4Ln5t9XrNwDtSB4H7OUbn5t&index=1&pp=gAQBiAQB

 

--------------------------------------------


πŸ’¬ Have questions? Drop a comment below, and don’t forget to like, subscribe, and hit the bell icon for more AI & tech content!


--------------------------------------------


πŸ“• Tags:

#LocalAI #ChatGPT #AMDGPU #RX6600XT #Ollama #LMStudio #OpenWebUI #AIPerformance #AIonAMD #RunGPTLocally #AIsetup #OllamaPatch #SelfHostedAI #windows11 #linux #AI #deepseek #llama #quen2.5 #aimodels #llm #homelab #hindi #urdu

Comments