CoNFiLD-geo Checkpoints

Trained checkpoints for CoNFiLD-geo (Conditional Neural Field Latent Diffusion for Geoscience). The data is in the dataset repo zhaoffeng/CoNFiLD-geo.

The files keep the directory layout of the code repository. Download them into the repository root:

hf download zhaoffeng/CoNFiLD-geo --local-dir . --exclude README.md --exclude .gitattributes

Files

Case	Conditional neural field (CNF)	Latent diffusion model
Cartesian	ConditionalNeuralField/output_Cartesian_simple/all3_small/	UnconditionalDiffusionTraining_and_Generation/output/logs_unet_experiment1/ema.pt
Norway	ConditionalNeuralField/output_Norway/all3/	UnconditionalDiffusionTraining_and_Generation/output/logs_norway_3D/ema.pt
Egg	ConditionalNeuralField/output_EggChannelized/all3/	UnconditionalDiffusionTraining_and_Generation/output/logs_Egg_model/ema.pt
Topography	ConditionalNeuralField/output_topography_unstructured/all3/	UnconditionalDiffusionTraining_and_Generation/output/logs_topography_unstructured/ema.pt

• Each CNF directory contains checkpoint.pt (network weights and the trained latents) and normalizer_params.pt (normalization parameters for decoding).
• ema.pt is the EMA weights of the UNet diffusion model.
• ConditionalDiffusionGeneration/forward_model/checkpoint_ufno_sat.pth is the UFNO forward model (saturation) used in the Cartesian forward notebook.