Open Weights, Distillation & Local Runs

A thread you can test

Running It on Your Own Machine

2 notes move from the word to a real choice at work — understand it first, then decide whether to use it.

READING THREADOPEN
2notes
HOW TO READStart where you are stuck, then follow the evidence and trade-offs

Each note stands alone, or becomes the next step in this thread.

Open Weights, Distillation & Local RunsNo login

THE QUESTION THIS PAGE ANSWERS

ANSWER FIRST

What is Running It on Your Own Machine, and which AI decisions does it change?

Pick a GPU or Mac model for a real-time answer; the VRAM formula, quantization levels, and the MoE mismatch between memory and speed This page keeps the related concepts, common mistakes, and practical notes in one reading thread.

DECISION RULE

First decide whether you are blocked by a definition, a choice, or verification; then choose the closest of the 2 notes below.

TRY NEXT

Start with “How Large a Model Can Your Computer Run,” then restate the conclusion using your own task.

WATCH FOR

Do not treat every method in a topic as interchangeable. The answer changes with the input, risk, and acceptance bar.

THIS QUESTION THREAD

Put the word back inside the choice it changes.

2 notes
Interactive

How Large a Model Can Your Computer Run

Pick a GPU or Mac model for a real-time answer; the VRAM formula, quantization levels, and the MoE mismatch between memory and speed

Open Weights, Distillation & Local Runs 9 min →
Hands-on

Getting Started with Ollama and LM Studio

The full set of commands from install to running, how to read model tags, how to choose a quantization level, and the three most common traps

Open Weights, Distillation & Local Runs 9 min →