Browsing: Local

In this tutorial, we deploy the 1-bit Bonsai-27B language model using the PrismML fork of llama.cpp, which provides the specialized CUDA kernels required to decode the…

typed fields to pull out of a stack of real documents: amounts, dates, coverage limits, one structured value per field. The default reflex is to send…

A community developer, GnLOLot, has published a 1B model that runs fully on local hardware. The model is MiniCPM5-1B-Claude-Opus-Fable5-Thinking, with GGUF builds for llama.cpp-compatible runtimes. It…

A single 24GB card is the practical floor for serious local inference. It is enough for genuinely capable models, and small enough to sit on one…

, so it’s basically free.” I’ve said that, you’ve probably said that, and it’s the kind of claim that sounds true until someone measures it. So…

LLM applications, two deployment choices are commonly seen: either we go fully cloud, i.e., sending everything to a cloud LLM API, or we go fully local,…

a local LLM. Nice. But after the first few chats, you might be wondering: what else can I do with it? Well, how about making the…

are now part of normal development work. Many people use them through cloud-hosted models, as it’s just convenient, and very capable models can be used. But…

You bought the Mac Mini for Openclaw. Perfect. late, Anthropic has pushed OpenClaw users toward its pay-per-token API1, turning what was once a one-time hardware purchase…

Dietrich Braess described a result that still feels wrong the first time you hear it: adding a road to a traffic network can make everyone’s commute…