How to Use Apple's fm CLI to Run On-Device LLMs From Python Towards Data Science published a tutorial on using Apple's fm CLI to run on-device large language models from Python, illustrating the workflow with a Sate Padang vision test and a question about Malaysia's capital. The tutorial concludes that Apple's free, private on-device model requires grounding and validation before it moves beyond prototyping. How to Use Apple's fm CLI to Run On-Device LLMs From Python A Sate Padang vision test and a Malaysia capital question show why the free, private model needs grounding and validation before it leaves prototyping. The post How to Use Apple's fm CLI to Run On-Device LLMs From Python appeared first on Towards Data Science. Key Takeaways - •Latest on How to Use Apple's fm CLI to Run On-Device LLMs From Python — reported by Towards Data Science for the newsletter space. - •This story was reported by Towards Data Science , covering developments in the newsletter space. - •AI advancements continue to reshape industries — read the full article on Towards Data Science for complete coverage. 📖 Continue reading the full article: Read Full Article on Towards Data Science → https://towardsdatascience.com/how-to-use-apples-fm-cli-to-run-on-device-llms-from-python/