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Local AI

The best hardware for running AI models locally — GPUs, unified-memory mini PCs, and workstations that fit 70B-class models, with real owner benchmarks.

Minisforum MS-01 Buyer's Guide: The Homelab Mini PC With a GPU Slot
July 16, 2026

Minisforum MS-01 Buyer's Guide: The Homelab Mini PC With a GPU Slot

AI Mini PCs & Servers
Serving a Local LLM as an API: From Ollama's Endpoint to vLLM Throughput (and When to Rent Instead)
June 21, 2026

Serving a Local LLM as an API: From Ollama's Endpoint to vLLM Throughput (and When to Rent Instead)

Software & Tools
RAG on a Local LLM, Explained: Give Your Model Your Documents Without Drowning in Context
June 19, 2026

RAG on a Local LLM, Explained: Give Your Model Your Documents Without Drowning in Context

Software & Tools
Prompt Processing vs Generation: Why Your Box Is Fast at One and Slow at the Other
June 17, 2026

Prompt Processing vs Generation: Why Your Box Is Fast at One and Slow at the Other

Software & Tools
June 15, 2026

The KV Cache, Explained: Why Long Context Eats Your VRAM (and How to Fit More)

Software & Tools
How Much VRAM Do You Actually Need to Run a 70B Model Locally?
June 13, 2026

How Much VRAM Do You Actually Need to Run a 70B Model Locally?

Software & Tools
Ollama vs LM Studio vs llama.cpp: Which Local LLM Runtime Should You Actually Use?
June 12, 2026

Ollama vs LM Studio vs llama.cpp: Which Local LLM Runtime Should You Actually Use?

Software & Tools
Mixture-of-Experts (MoE), Explained: Why “Active Parameters” Decide What Runs on Your Machine
June 11, 2026

Mixture-of-Experts (MoE), Explained: Why “Active Parameters” Decide What Runs on Your Machine

Software & Tools
Mac Studio M3 Ultra vs DGX Spark for Local LLMs: What Owners of Both Measured
June 10, 2026

Mac Studio M3 Ultra vs DGX Spark for Local LLMs: What Owners of Both Measured

Unified-Memory AI
RTX 5090: A 32GB AI Powerhouse, or an Expensive Way to Game?
June 9, 2026

RTX 5090: A 32GB AI Powerhouse, or an Expensive Way to Game?

GPUs for Local LLM
RX 9060 XT 16GB Buyer's Guide: The Budget Value Champ (Buy the 16GB)
June 8, 2026

RX 9060 XT 16GB Buyer's Guide: The Budget Value Champ (Buy the 16GB)

GPUs for Local LLM
Strix Halo vs DGX Spark: Running 70B Locally, According to People Who Own Both
June 6, 2026

Strix Halo vs DGX Spark: Running 70B Locally, According to People Who Own Both

Unified-Memory AI
GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)
June 6, 2026

GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)

Software & Tools
Mac Studio M3 Ultra: The Local-AI Workhorse, Buy Now or Wait for M5?
June 6, 2026

Mac Studio M3 Ultra: The Local-AI Workhorse, Buy Now or Wait for M5?

Unified-Memory AI
Is the RTX Spark a 'Marketing Trap'? The Skeptic's Case (and What Owners Say)
June 5, 2026

Is the RTX Spark a 'Marketing Trap'? The Skeptic's Case (and What Owners Say)

Unified-Memory AI
Panther Lake's First Mini PC: Wendell Tests the MSI Cubi NUC AI+ (and What Owners Think)
June 5, 2026

Panther Lake's First Mini PC: Wendell Tests the MSI Cubi NUC AI+ (and What Owners Think)

AI Mini PCs & Servers
Framework Desktop Buyer's Guide: The Repairable Strix Halo Box That Runs 70B Models
June 5, 2026

Framework Desktop Buyer's Guide: The Repairable Strix Halo Box That Runs 70B Models

Unified-Memory AI
GMKtec EVO-X2 Guide: The 128GB Mini PC That Runs 70B Models Locally
June 5, 2026

GMKtec EVO-X2 Guide: The 128GB Mini PC That Runs 70B Models Locally

Unified-Memory AI
NVIDIA Jetson Orin Nano Super: The $249 Way Into Edge AI
June 5, 2026

NVIDIA Jetson Orin Nano Super: The $249 Way Into Edge AI

Edge AI & Accelerators
RTX 5090 vs RTX Pro 6000 for AI: A Benchmark Deep-Dive (and Why VRAM Wins)
June 5, 2026

RTX 5090 vs RTX Pro 6000 for AI: A Benchmark Deep-Dive (and Why VRAM Wins)

GPUs for Local LLM
A Top Reviewer Put the Mac Studio M4 Max to the Test, Here's Who Should Actually Buy It
June 5, 2026

A Top Reviewer Put the Mac Studio M4 Max to the Test, Here's Who Should Actually Buy It

Unified-Memory AI
NVIDIA's RTX Spark Puts DGX-Class AI Silicon in a Laptop, Should You Wait?
June 5, 2026

NVIDIA's RTX Spark Puts DGX-Class AI Silicon in a Laptop, Should You Wait?

Unified-Memory AI
The NVIDIA DGX Spark, According to the People Who Own One
June 3, 2026

The NVIDIA DGX Spark, According to the People Who Own One

Unified-Memory AI

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