All Articles
32 articles covering AI tools, models, and benchmarks.
TutorialsRun DeepSeek V4.1-Flash Locally: The 2026 GPU Guide
A no-nonsense tutorial on running DeepSeek V4.1-Flash — a 552B-parameter multimodal MoE — on your own hardware, with...
September 23, 202616 min
236
TutorialsRun Qwen 3.8-27B Locally: The 2026 GPU Guide
A practical walkthrough for running Qwen 3.8-27B on your own hardware, with VRAM math, quantization tradeoffs, and real...
September 22, 202615 min
333
TutorialsInstall Ollama in 10 Minutes: Run Any LLM Locally Free
A no-fluff walkthrough for installing Ollama on Mac, Windows, or Linux and running open models like Llama 3.3 and...
September 2, 202616 min
335
ComparisonsLocal LLMs vs Cloud APIs: Cost, Privacy, and Performance
A practical comparison of local LLMs versus cloud APIs from OpenAI, Anthropic, and Google—covering real-world costs,...
August 31, 20266 min
300
TutorialsRun Mistral Large 3 Locally: GPU Setup & Real Benchmarks
A practical guide to running Mistral Large 3 on your own server hardware. VRAM math for the 675B MoE, vLLM setup, and...
August 31, 202613 min
166
TutorialsRun Qwen 3.6-27B Locally: 5-Step GPU Setup Guide
A practical tutorial for running Qwen 3.6-27B on your own GPU. Includes AWQ setup, vLLM serving, real tokens-per-second...
August 26, 202613 min
562
TutorialsDeepSeek V4 Pro Local Setup: The 7-Step GPU Guide
A practical walkthrough for getting DeepSeek V4 Pro running on your own hardware, from picking the right GPU tier to...
August 20, 202612 min
309
BenchmarksHomebench: The Local LLM Benchmark Tool Worth Your Time
Homebench measures speed, memory, and quality for local LLMs on your own hardware. Here's what the numbers actually...
August 4, 20267 min
241
TutorialsTrain a Kick Drum AI Model on 6GB VRAM: Full Linux Guide
A dusty GTX 1660 and a weekend are all you need. This tutorial walks through training a working kick drum diffusion...
July 17, 20268 min
293
TutorialsMistral Small 4 Local Install: GPU Specs + Benchmarks
A practical tutorial for running Mistral Small 4 locally, with the real hardware requirements for the 119B-parameter...
June 19, 202616 min
559
ComparisonsLocal AI vs Frontier Labs: The Economics Flip in 2026
Outsourced inference plus local models is undercutting frontier APIs on price. Here's the real math on when...
June 7, 20269 min
568
Benchmarksllama.cpp vs Ollama vs LM Studio: GPU Speed Tested
Tokens per second across three popular local LLM runtimes. The winner isn't who you'd expect, and the gap is smaller...
April 30, 20268 min
1893