🔍Orca 2 surpasses models of similar size and matches or exceeds those 5 to 10 times larger.
📚Orca 2 learns step-by-step reasoning techniques and the most effective strategy for each task.
💡Orca 2 avoids excessive imitation learning and focuses on understanding and reasoning skills.
📊Preliminary evaluation shows that Orca 2 significantly outperforms other models on reasoning tasks.
🧠Orca 2 is a cautious Reasoner that carefully selects appropriate behaviors for each specific task.
How does Orca 2 compare to larger language models?
—Orca 2 surpasses models of similar size and matches or exceeds those 5 to 10 times larger.
What techniques does Orca 2 use to improve reasoning abilities?
—Orca 2 learns step-by-step reasoning techniques and how to use the most effective strategy for each task.
Does Orca 2 rely heavily on imitation learning?
—No, Orca 2 focuses on understanding and reasoning skills rather than excessive imitation learning.
How does Orca 2 perform on reasoning tasks according to preliminary evaluation?
—Preliminary evaluation shows that Orca 2 significantly outperforms other models on reasoning tasks.
What kind of Reasoner is Orca 2?
—Orca 2 is a cautious Reasoner that carefully selects appropriate behaviors for each specific task.
00:00Orca 2, a smaller language model developed by Microsoft Research, surpasses larger models in logic and reasoning tasks.
02:30Orca 2 learns step-by-step reasoning techniques and how to use the most effective strategy for each task.
04:59Orca 2 focuses on understanding and reasoning skills instead of excessive imitation learning.
07:37Preliminary evaluation shows that Orca 2 significantly outperforms other models on reasoning tasks.
09:17Orca 2 is a cautious Reasoner that carefully selects appropriate behaviors for each specific task.
