Gemini 1.5 models achieve near-perfect recall over up to 10M tokens of multimodal context, improve long-document and long-video QA, and match or exceed prior Gemini 1.0 Ultra performance on standard benchmarks.
Since we want to find the maximum, we can minimize the negative of the function
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Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Gemini 1.5 models achieve near-perfect recall over up to 10M tokens of multimodal context, improve long-document and long-video QA, and match or exceed prior Gemini 1.0 Ultra performance on standard benchmarks.