Apple Develops Breakthrough Method for Running LLMs on iPhones

Apple GPT in your pocket? It could be a reality sooner than you think. Apple AI researchers say they have made a key breakthrough in deploying large language models (LLMs) on iPhones and other Apple devices with limited memory by inventing an innovative flash memory utilization technique.

siri symbol iphone

LLMs and Memory Constraints

LLM-based chatbots like ChatGPT and Claude are incredibly data and memory-intensive, typically requiring vast amounts of memory to function, which is a challenge for devices like iPhones that have limited memory capacity. To tackle this issue, Apple researchers have developed a novel technique that uses flash memory – the same memory where your apps and photos live – to store the AI model's data.

Storing AI on Flash Memory

In a new research paper titled "LLM in a flash: Efficient Large Language Model Inference with Limited Memory," the authors note that flash storage is more abundant in mobile devices than the RAM traditionally used for running LLMs. Their method cleverly bypasses the limitation using two key techniques that minimize data transfer and maximize flash memory throughput:

  1. Windowing: Think of this as a recycling method. Instead of loading new data every time, the AI model reuses some of the data it already processed. This reduces the need for constant memory fetching, making the process faster and smoother.
  2. Row-Column Bundling: This technique is like reading a book in larger chunks instead of one word at a time. By grouping data more efficiently, it can be read faster from the flash memory, speeding up the AI's ability to understand and generate language.

The combination of these methods allows AI models to run up to twice the size of the iPhone's available memory, according to the paper. This translates to a 4-5 times increase in speed on standard processors (CPUs) and an impressive 20-25 times faster on graphics processors (GPUs). "This breakthrough is particularly crucial for deploying advanced LLMs in resource-limited environments, thereby expanding their applicability and accessibility," write the authors.

Faster AI on iPhone

The breakthrough in AI efficiency opens new possibilities for future iPhones, such as more advanced Siri capabilities, real-time language translation, and sophisticated AI-driven features in photography and augmented reality. The technology also sets the stage for iPhones to run complex AI assistants and chatbots on-device, something Apple is already said to be working on.

Apple's work on generative AI could eventually be incorporated into its ‌Siri‌ voice assistant. Apple in February 2023 held an AI summit and briefed employees on its large language model work. According to Bloomberg, Apple is aiming for a smarter version of Siri that's deeply integrated with AI. Apple is planning to update the way that ‌Siri‌ interacts with the Messages app, allowing users to field complex questions and auto-complete sentences more effectively. Beyond that, Apple is rumored to be planning to add AI to as many Apple apps as possible.

Apple GPT

Apple is reportedly developing its own generative AI model called "Ajax". Designed to rival the likes of OpenAI's GPT-3 and GPT-4, Ajax operates on 200 billion parameters, suggesting a high level of complexity and capability in language understanding and generation. Internally known as "Apple GPT," Ajax aims to unify machine learning development across Apple, suggesting a broader strategy to integrate AI more deeply into Apple's ecosystem.

As of the latest reports, Ajax is considered more capable than the earlier generation ChatGPT 3.5. However, it's also suggested that OpenAI's newer models may have advanced beyond Ajax's capabilities as of September 2023​.

Both The Information and analyst Jeff Pu claim that Apple will have some kind of generative AI feature available on the ‌iPhone‌ and iPad around late 2024, which is when iOS 18 will be coming out. Pu said in October that Apple is building a few hundred AI servers in 2023, with more to come in 2024. Apple will reportedly offer a combination of cloud-based AI and AI with on-device processing.

Popular Stories

iPhone 17 Pro in Hand Feature Lowgo

iPhone 17 Pro Coming Soon With These 14 New Features

Friday July 4, 2025 1:05 pm PDT by
Apple's next-generation iPhone 17 Pro and iPhone 17 Pro Max are just over two months away, and there are plenty of rumors about the devices. Below, we recap key changes rumored for the iPhone 17 Pro models. Latest Rumors These rumors surfaced in June and July:Apple logo repositioned: Apple's logo may have a lower position on the back of the iPhone 17 Pro models, compared to previous...
iphone 16 pro models 1

Here's How the iPhone 17 Pro Max Will Compare to the iPhone 17 Pro

Saturday July 5, 2025 1:00 pm PDT by
Apple should unveil the iPhone 17 series in September, and there might be one bigger difference between the Pro and Pro Max models this year. As always, the Pro Max model will be larger than the Pro model:iPhone 17 Pro: 6.3-inch display iPhone 17 Pro Max: 6.9-inch displayGiven the Pro Max is physically larger than the Pro, it has more internal space, allowing for a larger battery and...
imac video apple feature

Apple Launching These 15+ Products Later This Year

Sunday July 6, 2025 8:05 am PDT by
The calendar has turned to July, meaning that 2025 is now more than half over. And while the summer months are often quiet for Apple, the company still has more than a dozen products coming later this year, according to rumors. Below, we have outlined at least 15 new Apple products that are expected to launch later this year, along with key rumored features for each. iPhone 17 Series iPho...
iPhone Car Key Kia

Here's Which Vehicles Offer iPhone Car Keys

Sunday July 6, 2025 3:03 pm PDT by
In 2020, Apple added a digital car key feature to its Wallet app, allowing users to lock, unlock, and start a compatible vehicle with an iPhone or Apple Watch. The feature is currently offered by select automakers, including Audi, BMW, Hyundai, Kia, Genesis, Mercedes-Benz, Volvo, and a handful of others, and it is set to expand further. Apple has a web page with a list of vehicle models that ...
iOS 26 Feature

Everything New in iOS 26 Beta 3

Monday July 7, 2025 1:20 pm PDT by
Apple is continuing to refine and update iOS 26, and beta three features smaller changes than we saw in beta 2, plus further tweaks to the Liquid Glass design. Apple is gearing up for the next phase of beta testing, and the company has promised that a public beta is set to come out in July. Transparency In some apps like Apple Music, Podcasts, and the App Store, Apple has toned down the...
iPhone 17 Pro in Hand Feature Lowgo

iPhone 17 Pro to Reverse iPhone X Design Decision

Monday July 7, 2025 9:46 am PDT by
Since the iPhone X in 2017, all of Apple's highest-end iPhone models have featured either stainless steel or titanium frames, but it has now been rumored that this design decision will be coming to an end with the iPhone 17 Pro models later this year. In a post on Chinese social media platform Weibo today, the account Instant Digital said that the iPhone 17 Pro models will have an aluminum...
iphone 17 pro render majin bu

New iPhone 17 Pro Renders Highlight Apple Logo and MagSafe Design Changes

Sunday July 6, 2025 8:43 pm PDT by
New renders today provide the best look yet relocated Apple logo and redesigned MagSafe magnet array of the iPhone 17 Pro and iPhone 17 Pro Max. Image via Majin Bu. Several of the design changes coming to the iPhone 17 Pro model have been rumored for some time, such as the elongated camera bump that spans the full width of the device, with the LiDAR Scanner and flash moving to the right side. ...
Prime Day 25 Feature Warm Triad

The Best Early Prime Day Deals on Apple Products

Saturday July 5, 2025 7:22 am PDT by
Amazon is soon to be back with its annual summertime Prime Day event, lasting for four days from July 8-11, the longest Prime Day yet. As it does every year, Prime Day offers shoppers a huge selection of deals across Amazon's storefront, and there are already many deals you can get on sale ahead of the event. Note: MacRumors is an affiliate partner with Amazon. When you click a link and make a ...
airpods pro 2

AirPods Pro 3 to Help Maintain Apple's Place in Earbud Market Amid Increasing Low-Cost Competition

Thursday July 3, 2025 7:25 am PDT by
Apple's position as the dominant force in the global true wireless stereo (TWS) earbud market is expected to continue through 2025, according to Counterpoint Research. The forecast outlines a 3% year-over-year increase in global TWS unit shipments for 2025, signaling a transition from rapid growth to a more mature phase for the category. While Apple is set to remain the leading brand by...

Top Rated Comments

grantishere Avatar
20 months ago
“Siri, when’s Apple GPT going to be released?”

“Here are the neatest pizza restaurants. Would you like directions?”
Score: 66 Votes (Like | Disagree)
Infodataset Avatar
20 months ago
Apple is so clever to avoid adding more ram ?
Score: 54 Votes (Like | Disagree)
Abazigal Avatar
20 months ago

Does this mean Siri will finally be able to “call my wife on iPhone” again after losing that ability around 2-3 years ago?
At least it didn't respond with "which one?" ?
Score: 34 Votes (Like | Disagree)
wdfly Avatar
20 months ago
LOL innovative invention of swapping memory to storage…… maybe they can call it something cool like “cache”.
Score: 23 Votes (Like | Disagree)
subjonas Avatar
20 months ago
Sounds like some significant headway. I’d definitely like as much AI done on device as possible.

Apple will probably always be behind with their LLM as long as they prioritize privacy, which I’m very ok with. But just like with big phones, they will bend if there is enough market pressure, which I suspect may eventually be the case.
Score: 21 Votes (Like | Disagree)
contacos Avatar
20 months ago
I'll be impressed when Siri is finally multi-lingual. I cannot believe Siri was released with iPhone 4S and it still cannot do it. It could be as simple as being "aware" what language you usually type in with contact A and automatically use Siri in language X to communicate with this person while using language Y with contact Y. All they did was "this text is in another language, do you still want me to read [the gibberish nonsense]" with iOS 16
Score: 18 Votes (Like | Disagree)