Unverified50% confidenceFactExact time
Under matched and well-tuned training conditions, TV distance can match or surpass several published draft training objectives during fine-tuning.
1
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50%
Confidence
Long-term
Relevance
11/3/2026
First Seen
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Related Claims
UnverifiedIn the early stage of training, low-TVS and high-TVS items are learned at similar speeds; as training progresses, high-TVS items improve faster.68% similarUnverifiedThe research team believes there is still a long way to go before alignment forecasting can reliably guide training data selection in a practical setting.68% similarUnverified任何先优化表示再训练分类器的两阶段方法都需要仔细验证其代理目标与下游任务的对齐程度66% similarUnverifiedWhen training from scratch, a fixed TV and KL mixed objective can also achieve similar results.66% similar
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