[HUGGINGFACE]score: 0.42
LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure
August 12, 2026
LITTLECURRICULUM provides an 88B-token pretraining corpus restricted to U.S. elementary school material, excluding all concepts and vocabulary above Grade 5. Training a 5B-parameter model on this data produces LITTLELEARNER, a sandbox for measuring how language models acquire knowledge within specific, interpretable developmental boundaries.
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