paper_type.json (303B)
1 { 2 "paper_type": "theoretical", 3 "reason": "Primary contribution is proposing and proving pretraining scaling laws with formal mathematical analysis across multiple formulations; experiments on GSM8K and MATH serve to validate the theoretical predictions rather than being the primary contribution." 4 }