Apple Researchers Working on MM1 414t1d a Family of Multimodal AI Model With Up to 30 Billion Parameters

Apple researchers said that the MM1 AI models are currently in the pre-training phase. 452b1x

Written by Siddharth Suvarna | Updated: 18 March 2024 13:04 IST

Apple Researchers Working on MM1, a Family of Multimodal AI Model With Up to 30 Billion Parameters

Photo Credit: Unsplash/Laurenz Heymann 1z72h

Apple researchers said the MM1 model consists of both dense models and MoE variants

Highlights

Apple researchers said MM1 has achieved competitive performance
The paper claims MM1 is capable of in-context learning
Recently, Apple acquired AI startup DarwinAI

ment

remarks made during the company's earning calls where he said that AI features could arrive later this year.

The pre-print version of the iPhone maker.

As per the researchers, they are working on MM1, a family of multimodal models containing up to 30 billion parameters. Calling it a “performant multimodal LLM (MLLM), the authors of the paper highlighted that image encoders, the vision language connector, and other architecture components and data choices were made to create the AI model which is capable of understanding both text as well as image-based inputs.

Giving an example, the paper stated, “We demonstrate that for large-scale multimodal pre-training using a careful mix of image-caption, interleaved image-text, and text-only data is crucial for achieving state-of-the-art (SOTA) few-shot results across multiple benchmarks, compared to other published pre-training results.”

To break it down, the AI model is currently in the pre-training phase, which means it is not trained enough to give the desired outputs. This is the stage when the algorithm and the AI architecture are used to design the workflow of the model and how it processes data, eventually. The team of Apple researchers were able to add computer vision to the model using image encoders and a vision language connector. Then, when testing with a mix of just images, image and text, and text-only data set, the team found that the results were competitive compared to existing models at the same stage.

While the breakthrough is significant, this research paper is not enough to ascertain that a multimodal AI chatbot will be added to Apple's operating system. At this stage, it is difficult to even say whether the AI model is multimodal while taking inputs or in giving output as well (whether it can generate AI images or not). But if the results are confirmed to be consistent after peer review, it can be said that the tech giant has taken another big step towards building a native generative AI foundation model.

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Akash Dutta Email Akash Dutta

Akash Dutta is a Senior Sub Editor at Gadgets 360. He is particularly interested in the social impact of technological developments and loves reading about emerging fields such as AI, metaverse, and fediverse. In his free time, he can be seen ing his favourite football club - Chelsea, watching movies and anime, and sharing ionate opinions on food. More