ForkFree

AI models and chat

deepseek-v41-flash-mac-mini

by atbender

This is a recipe and experimental runner that lets a 16 GB M1 Mac mini run the full, original DeepSeek V4.1 Flash model by streaming weights from the SSD. It is a proof of concept for running very large models on small machines, at about 23 seconds per token.

New and promisingUnder two months old. Expect rough edges and fast changes.

View on GitHub

Stars
89 +2 a day, est.
Licence
Apache-2.0
Runs on
Your computer
Setup
Technical
Language
Python
Age
45 days

What you can do with it

  • Run the full DeepSeek V4.1 Flash model locally on a 16 GB Mac without a smaller or quantised substitute
  • Leave long text generations running overnight on a spare Mac mini
  • Reproduce and check the published benchmarks to study SSD-streaming inference

Make money with it

"

An idea, not financial advice. Check the licence before charging for anything built on it.

Ways a business could use it

  • Process private text offline on hardware you already own, avoiding per-token fees and keeping data off third-party servers, for non-urgent batch jobs
  • Use it as a research reference when assessing whether large open models can run on cheap local hardware

Can you use it commercially?

Free to use, change and sell, including in paid products. Keep the copyright notice.

Not legal advice. Read the project's licence file before building a product on it.

Getting it running

Clone the repository, create a Python 3.12 environment with uv, install the requirements, then download about 510 GB of model weights from Hugging Face and run the streaming script.

Follow the official instructions in the project README.

Things to check

  • Very slow: about 23 seconds per token, so unsuitable for interactive use
  • Needs 550–600 GB of free SSD space and a roughly 510 GB download
  • Experimental and independent, not an official DeepSeek runtime
  • Tested only on one machine (M1 Mac mini); external drives not benchmarked
  • Heavy SSD reading and swap use may add wear and memory pressure
  • Runs are not checkpointed, so a crash or reboot loses progress

Who's talking about it

Checked 27 Oct 2026. Summary drafted by AI from the project's README.

More in AI models and chat

dsh-our-free-model Ebony-Vinyl
New and promising

This tool provides access to free AI models, including DeepSeek V4.1 Flash and Kimi K3, without requiring login or API keys. It integrates with DSH and offers features like model selection, usage tracking, and local gateway support.

Could replace Anthropic, LobsterAI

45.6k stars +876 a day MIT
magpie yetone
New and promising

magpie is a tool that allows you to switch between different AI models and agents from one local gateway, making it easier to manage multiple AI services.

Could replace Claude, ChatGPT

23.1k stars +565 a day MIT
Strata Niko1221
New and promising

Strata is an AI inference engine that allows users to run powerful AI models on their own computer, including chat, coding, and image processing capabilities.

34k stars +440 a day MIT