Reuse restrictions placed on the data: There are no specific
restrictions on the original data, which are publicly available
through the links provided above.
Two types of model checkpoint files are provided: pretrained and fine-tuned.
Pretrained models were trained with three different parameter scales — 117 million,
1 billion, and 8 billion parameters. These models were subsequently fine-tuned on
USA regional data, with the resulting checkpoints.
intermediate_117m.ckpt: Pretrained using 117 million model parameters
intermediate_1b.chpt_*: Pretrained using 1 billion model parameters
intermediate_8m.chpt: Pretrained using 8 billion model parameters
126m_us_precipitation.chpt: fine-tuned for US precipitation super-resolution
9.5m_us_precipitation.ckpt: fine-tuned for US precipitation super-resolution
temperature_126M.ckpt: fine-tuned for temperature super-resolution
temperature_9.5M.ckpt: fine-tuned for temperature super-resolution
