Base open source model just means some company commanding a great deal of capital and compute made the weights public to fuck with LLMaaS providers it can't directly compete with yet, it's not some guy in a garage training and RLFH them for months on end just to hand the result over to you to fine tune for writing caiaphas cain fanfiction.