Трамп сделал дерзкое заявление о капитуляции Ирана01:27
Approaches 1 and 2 offer flexibility in designing multimodal reasoning behavior from scratch using widely available non-reasoning LLM checkpoints but place a heavy burden on multimodal training. Approach 1 must teach visual understanding and reasoning simultaneously and requires a large amount of multimodal reasoning data, while Approach 2 can be trained with less reasoning data but risks catastrophic forgetting, as reasoning training may degrade previously learned visual capabilities. Both risk weaker reasoning than starting from a reasoning-capable base. Approach 3 inherits strong reasoning foundations, but like Approach 1, it requires reasoning traces for all training data and produces reasoning traces for all queries, even when not beneficial.
，这一点在新收录的资料中也有详细论述
Макрон объявил об увеличении ядерного арсенала ФранцииМакрон объявил об увеличении ядерного арсенала из-за рисков конфликтов в мире
Programmer BOM:
如今，小鹏的产品理念正在发生肉眼可见的变化。