data curation

"微软的Phi-4-reasoning-vision-15B使用精心的数据管理和选择性推理，与在五倍数据上训练的模型竞争，重塑了小型人工智能的策略。"

"我们推出了 propella-1，这是一个小型多语言 LLM 系列（0.6B、1.7B、4B 参数），可在 18 个属性（分为六个类别）上注释文本文档..."

"Assuming the article argues that AI 'slop' originates from human input: "The garbage in, garbage out principle applies directly to AI training.""

"The paper focuses on building the largest Arabic pretraining corpus."

"The article focuses on democratizing long-tail data curation."

"The study focuses on preference optimization datasets."