Apple's Breakthrough in AI Optimization: Faster Performance and Enhanced Personalization for Devices with Limited Memory

December 21, 2023
Apple's Breakthrough in AI Optimization: Faster Performance and Enhanced Personalization for Devices with Limited Memory
  • Apple researchers have advanced AI by developing an efficient method to run large language models on devices with limited memory.

  • This method involves storing parameters on flash memory and transferring them to DRAM as needed, thus improving efficiency.

  • The approach also uses sparsity in FFN layers and a hardware-inspired cost model for optimization, increasing inference speed.

  • Such advancements could enable more immersive visual experiences and make AI systems more accessible on consumer devices.

  • Apple has also developed a method for generating animated 3D avatars, which is up to 100 times faster than previous methods.

  • These advancements could enhance performance and personalization for iPhone users across various applications.

  • Apple has not publicly acknowledged the implementation of generative AI in its products or confirmed its work with Apple GPT, an internal AI chatbot.

Summary based on 0 sources


Get a daily email with more Tech stories

More Stories