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Paperium
Paperium

Posted on • Originally published at paperium.net

DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile PhoneAgents

How a Smart “Recipe Mixer” Boosts Your Phone’s AI Assistant

Ever wondered why your phone’s AI sometimes seems confused when you ask it to do many things at once? Scientists have created a new tool called DaMo – the Data Mixing Optimizer that teaches AI assistants to juggle multiple tasks like a seasoned chef mixing ingredients.
Imagine trying to bake a cake while also making a smoothie; DaMo figures out the perfect proportion of each recipe so the final dish turns out flawless.
By predicting which mix of training data works best, DaMo helped mobile‑phone AI agents improve their answers by more than 3% on a tough real‑world test called PhoneAgentBench, and even lifted performance by double‑digit points on other benchmarks.
This means your future voice assistants could understand pictures, text, and voice commands together more smoothly, making everyday tasks faster and less frustrating.
This breakthrough shows that smarter training tricks, not just bigger models, can make our gadgets genuinely helpful.
Imagine a phone that truly keeps up with you—that’s the promise of DaMo’s “recipe‑mixing” magic.

Read article comprehensive review in Paperium.net:
DaMo: Data Mixing Optimizer in Fine-tuning Multimodal LLMs for Mobile PhoneAgents

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