Oct 8, 2026 in AI Basics
Opus 5.5 vs Fable 5.1 on Reddit, and What the Tests Show
Opus 5.5 vs Fable 5.1 compared on cost, speed and accuracy, using benchmark data, one hands-on test and what Reddit users report…
Tool guide
14 posts with this topic.
Sep 1, 2026 in Quantization
KV Cache Quantization for Longer Context on the Same GPU
KV cache quantization can buy longer context without new hardware. One user went from 32k to 80k. What it saves, what it…
Aug 31, 2026 in Quantization
How Much Quality Does Quantization Lose? Chat vs Coding
Quantization quality loss is small at 4-bit and sharp below 3-bit. For code, one test scored the same files 13 to 16…
Aug 30, 2026 in Quantization
Quantization Explained: Q4, Q8, GGUF and Which to Download
Quantization explained simply. What Q4, Q8 and GGUF mean, how to read a filename like Q4_K_M, and which file to download for…
Aug 29, 2026 in Run AI Locally
Best Free Local AI Models for Your Computer in 2026
The best free local AI models for October 2026, matched to 4GB through 64GB of memory by real download size, with every…
Aug 28, 2026 in Run AI Locally
DGX Spark vs Strix Halo vs Mac Studio for Running AI at Home
DGX Spark, Strix Halo, Mac Studio or a GPU rig? One spec, memory bandwidth, decides most of a personal AI computer's speed.…
Aug 28, 2026 in Run AI Locally
The 2026 Memory Crisis and Why RAM Suddenly Costs More
The 2026 memory crisis is why RAM, SSDs and GPUs all got expensive. Here's what is happening to prices, why AI is…
Aug 25, 2026 in Run AI Locally
What Hardware Do You Need to Run AI Models Locally? 3 Numbers
What hardware do you need to run AI models locally? VRAM, RAM and disk decide it. Here's a sizing guide for 8GB,…
Aug 24, 2026 in Run AI Locally
Local AI vs Cloud AI for Privacy, Cost and Quality
Local AI vs cloud AI compared on privacy, cost, quality, speed and convenience, with honest numbers and a simple way to decide…
Jun 4, 2026 in Run AI Locally
LM Studio: How to Download and Run Local AI Models
Browse, download, and run local AI models using LM Studio.
Jun 4, 2026 in Run AI Locally
llama.cpp: A Powerful Way to Run Local AI Models on Your Computer
The open-source C/C++ project that made running LLMs on everyday hardware possible.
Jun 4, 2026 in Run AI Locally
Jan AI: A Powerful Way to Run AI Models Locally
A desktop app that runs open models on your machine and keeps your chats private.
Jun 4, 2026 in Run AI Locally
Ollama: How to Download, Install, and Run Local AI Models
The easiest way to download and run large language models on your own computer, offline.
Jun 3, 2026 in AI Basics
ChatGPT vs Claude vs Gemini, Compared in June 2026
ChatGPT, Claude and Gemini compared for coding, research, writing and everyday work, with pricing and benchmark scores to help you choose one.