Many AI startups begin their pre-training efforts by forking open-source tools like Megatron but often do not contribute their improvements back to the community

Artificial intelligence research, products, and impact across society.

AI models and tools released with open weights or open licenses.

Early-stage companies building new products and seeking product-market fit.