Edge0 puts 145 billion parameters on laptops

Edge0 released two AI models that anyone can download and run on a personal computer, the company said on the 12th of November 2026. The larger one, Edge0-145B, has 145 billion parameters.

Parameters are the numbers a model learns from data. Models this big usually run on servers in data centers.

Speed and memory

Edge0-145B used 29 gigabytes of memory at its peak on a laptop, Edge0 said. It wrote more than 80 tokens a second, the company said.

Tokens are bits of words. A smaller sister model, Edge0-120B, came out the same day.

Scores

On Terminal-Bench 2.1, a test of computer tasks, it scored 86.52, Edge0 said. DeepSeek V4 Flash scored 82.7 on the same test, it said.

On IFBench, a test of following instructions, it scored 80.6, Edge0 said. It said Claude Opus 4.6 scored 62.5.

Free to download, with limits

The weights are free to download from Hugging Face, Edge0 said. Selling the model or running a paid service with it needs a separate license, the model page says.

Below we break down the speed

At 80 tokens a second, a 1,000 token answer takes about 12.5 seconds, by our arithmetic. The model reads long prompts at more than 1,100 tokens a second, Edge0 said.

What is confirmed and what is not

The speeds and scores come from Edge0's own tests. Its blog lists Mac support, but its Hugging Face guide covers only Linux or Windows with an Nvidia chip.

Key facts

Edge0 released Edge0-145B and Edge0-120B on the 12th of November 2026.

Edge0-145B has 145 billion parameters.

It used 29 gigabytes of memory at peak on a laptop, Edge0 said.

The model weights are free to download.