preprintarXiv (Cornell University)Mar 13, 2024GREEN OA

Gemma: Open Models Based on Gemini Research and Technology

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Abstract

This work introduces Gemma, a family of lightweight, state-of-the art open models built from the research and technology used to create Gemini models. Gemma models demonstrate strong performance across academic benchmarks for language understanding, reasoning, and safety. We release two sizes of models (2 billion and 7 billion parameters), and provide both pretrained and fine-tuned checkpoints. Gemma outperforms similarly sized open models on 11 out of 18 text-based tasks, and we present comprehensive evaluations of safety and responsibility aspects of the models, alongside a detailed description of model development. We believe the responsible release of LLMs is critical for improving the safety of frontier…

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108

Topics & keywords

Keywords
  • Gemma
  • Computer science
  • Biology
  • Botany
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