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Xiaohongshu's Vela uses anonymized user behavior to train LLMs

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Xiaohongshu's Vela turns anonymized user behavior from real-world scenarios into training signals for LLMs. Its 35B model improves over its base on all 10 benchmarks, averaging +11.5 points on VelaBench and +4.0 points on general benchmarks.

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Vela: User Behavior as Supervision Sparks LLM Intelligence

Yang Xiao@Yang_Xiao_nlp
1/10 Can anonymized user behavior advance LLM intelligence? Excited to share Vela: turning behavior from real-world scenarios into training signals. Our 35B model improves over its base on all 10 benchmarks: +11.5 pts on VelaBench and +4.0 pts on general benchmarks on average.
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