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In this video, I will be sharing the research that aims to solve the problem of context window, kv-cache, and memory recall efficiency. Even though the title only mentions Google's research, I also included research from Meta and Sakana AI. They paved a good way to introduce to the idea of AI memory.
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An Evolved Universal Transformer Memory
[Paper] https://arxiv.org/abs/2410.13166
Memory Layers at Scale
[Paper] https://arxiv.org/abs/2412.09764
Titans: Learning to Memorize at Test Time
[Paper] https://arxiv.org/abs/2501.00663
This video is supported by the kind Patrons & YouTube Members:
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