Key design principles include: answers should be stored as semantic text rather than option letters, and when mixing datasets, task ratios must be carefully balanced to ensure stable, across-the-board gains in knowledge, reasoning, and coding capability.
Key design principles include: answers should be stored as semantic text rather than option letters, and when mixing datasets, task ratios must be carefully balanced to ensure stable, across-the-board gains...
рџ'¬ JudyAI Lab Take NVIDIA's five-stage "Task-Seeded SDG" pipeline for the Nemotron family is the first concrete demonstration of how a structured method can produce training data at scale вЂ" letting a...
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Key design principles include: answers should be stored as semantic text rather than option letters, and when mixing datasets, task ratios must be carefully balanced to ensure stable, across-the-board gains in knowledge, reasoning, and coding capability. рџ'¬ JudyAI Lab Take NVIDIA's five-stage "Task-Seeded SDG" pipeline for the Nemotron family is the first concrete demonstration of how a structured method can produce training data at scale вЂ" letting a small model improve across multiple evaluations at once, instead of just chasing a high score o...
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