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Troubleshooting Ollama GPU Inference Failures on AMD Ryzen AI Max

Troubleshooting Ollama GPU Inference Failures on AMD Ryzen AI Max

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4 min read
Configuring Gemma 4 31B and Open WebUI for a Research Laboratory

Configuring Gemma 4 31B and Open WebUI for a Research Laboratory

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5 min read
Ollama vs. llama.cpp on the Same GGUF: The 15% Speed Gap Was the Defaults, Not the Engine

Ollama vs. llama.cpp on the Same GGUF: The 15% Speed Gap Was the Defaults, Not the Engine

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7 min read
Temperature Zero, Fixed Seed, Different Answers

Temperature Zero, Fixed Seed, Different Answers

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3 min read
My Go-To Prompt for Testing Local LLMs

My Go-To Prompt for Testing Local LLMs

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1 min read
Can you run a local LLM offline on a flight? What to check before you board

Can you run a local LLM offline on a flight? What to check before you board

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1 min read
Which Local Model Should Build Your Knowledge Graph? A Reproducible Leaderboard

Which Local Model Should Build Your Knowledge Graph? A Reproducible Leaderboard

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5 min read
Spring AI's New DecisionModel: Stop Asking Chat Models for Yes or No

Spring AI's New DecisionModel: Stop Asking Chat Models for Yes or No

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8 min read
Which Local LLM Fits Your RAM? Best Ollama Models for 4GB, 8GB, 16GB, and 32GB in 2026

Which Local LLM Fits Your RAM? Best Ollama Models for 4GB, 8GB, 16GB, and 32GB in 2026

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8 min read
Unplug the Surface Laptop Ultra and qwen3-coder drops from 94 to 73 tokens a second: RTX Spark on battery

Unplug the Surface Laptop Ultra and qwen3-coder drops from 94 to 73 tokens a second: RTX Spark on battery

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9 min read
What broke when we ran an AI coding agent on local Ollama models (including a 4GB GPU)

What broke when we ran an AI coding agent on local Ollama models (including a 4GB GPU)

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3 min read
Air-Gapped Rig-Edge WITSML Telemetry with Local Small Language Models (SLMs)

Air-Gapped Rig-Edge WITSML Telemetry with Local Small Language Models (SLMs)

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5 min read
I built a private ChatGPT with Flask and Ollama. Here's what tripped me up.

I built a private ChatGPT with Flask and Ollama. Here's what tripped me up.

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5 min read
How to Get Unlimited Free AI Coding in Your Terminal & VS Code (No Subscription Required) with OpenCode, Ollama, and DeepSeek

How to Get Unlimited Free AI Coding in Your Terminal & VS Code (No Subscription Required) with OpenCode, Ollama, and DeepSeek

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3 min read
I built a Windows trading app where you plug in any LLM (Grok, ChatGPT, Claude, Gemini, DeepSeek, Ollama)

I built a Windows trading app where you plug in any LLM (Grok, ChatGPT, Claude, Gemini, DeepSeek, Ollama)

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1 min read
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