Sep 1, 2026 in Apps
KV Cache Quantization: 5 Surprising Facts About Longer Context
KV cache quantization can buy you context without new hardware — one user went from 32k to 80k. What it saves, what…
Apps
Aug 31, 2026 in Apps
Quantization for Coding: 5 Hard Truths About Q4 and Code
Quantization for coding is not the same as for chat: MBPP+ fell 13–16 points where HumanEval+ held. What to run, and what…
Aug 31, 2026 in Apps
Quantization Quality Loss: 5 Hard Truths From Real Benchmarks
Quantization quality loss, measured: where the cliff actually is, why 4-bit holds up better than expected, and why one score hides big…
Aug 30, 2026 in Apps
Which Quant to Download: 4 Essential Rules for Your VRAM
Which quant to download for your GPU: the 4 rules that cover 8GB to 32GB, how to read a GGUF filename, and…
Aug 30, 2026 in Apps
Quantization Explained: The 5 Terms You Actually Need
Quantization explained in plain English: what Q4, Q8 and GGUF mean, how much quality you really lose, and which file to download…
Aug 29, 2026 in Apps
The Best Free Local AI Models You Can Run on Your Own Computer in 2026
The best free local AI models to run in 2026, from Phi-4-mini on a 4GB laptop to Llama 4 Scout — picked…
Aug 28, 2026 in Apps
Personal AI Supercomputers: 3 Machines Compared (DGX Spark, Strix Halo, Mac Studio)
DGX Spark vs Strix Halo vs Mac Studio vs a GPU rig: which personal AI supercomputer should you buy in 2026? One…
Aug 28, 2026 in Apps
The 2026 Memory Crisis: 5 Facts About Why AI Hardware Suddenly Got Expensive
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 Apps
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 Apps
Local AI vs Cloud AI: 5 Surprising Trade-Offs
Local AI vs cloud AI: which should you actually use? Privacy, cost, quality, speed and convenience — here's how to decide, with…
Jun 4, 2026 in Apps
LM Studio: How to Download and Run Local AI Models
Browse, download, and run local AI models using LM Studio.
Jun 4, 2026 in Apps
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 Apps
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 Apps
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.