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High Foundation Models · 1 min read

Gopher 280B: DeepMind enters the large language model race

In one sentence DeepMind publishes Gopher, a 280B-parameter dense model, with a 152-task study: it beats the state of the art on 100 of 124 comparable tasks, but scale helps little on logic and math.

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DeepMind, until then best known for AlphaGo and AlphaFold, unveils Gopher, a language model with 280 billion parameters.

The model comes with a study across 152 tasks: Gopher beats earlier models in most of them. Scale helps a lot with reading comprehension and fact checking, much less with logical reasoning and math.

On the same day DeepMind also publishes a paper on the ethical and social risks of language models and the RETRO paper, a model that looks things up in a text database.

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DeepMind

Tools

Gopher

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DeepMindGopherScalingBenchmarkPaper

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