Microsft's Orca 2 leads language models in reasoning

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Author

Loukman
November 23, 2023

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Microsoft unveils Orca 2, two small language models surpassing larger counterparts, showcasing superior reasoning abilities.

The inside scoop

  • Orca 2 models surpass models 5 to 10 times larger, including Meta's Llama-2.

  • Outperforms larger models spanning language understanding, common-sense reasoning, math problem-solving, and summarizing.

  • Improved training enables enhanced reasoning in smaller models.

  • Unique training differs from varied reasoning techniques, deviating from imitation learning.

Our thoughts?

Microsoft's approach of teaching the models various reasoning techniques, rather than imitation learning, sets a valuable precedent for improving smaller models. This not only provides cost-effective solutions for enterprises with limited resources but also diversifies the applications and deployment options of language models.

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