Google’s new neural-net LLM architecture separates memory components to control exploding costs of capacity and compute
Titans architecture complements attention layers with neural memory modules that select bits of information worth saving in the long term.
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LLM Reasoning Redefined: The Diagram of Thought Approach
The Diagram of Thought framework redefines reasoning ... The DoT framework fills these gaps seamlessly by embedding reasoning within a single LLM, using a DAG structure to represent and refine ...
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Shrinking AI for personal devices: An efficient small language model that could perform better on smartphones
"PhoneLM follows a standard LLM architecture," said Xu. "What's unique about it is how it is designed: we search for the architecture hyper-parameters (e.g., width, depth, # of heads, etc.) ...
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DeepSeek Open-Sources DeepSeek-V3, a 671B Parameter Mixture of Experts LLM
DeepSeek open-sourced DeepSeek-V3, a Mixture-of-Experts (MoE) LLM containing 671B parameters ... DeepSeek-V3 is based on the same MoE architecture as DeepSeek-V2 but features several improvements.