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dmri-pretrained
manugloeck/dmri-pretrained
dmri-pretrained is a machine learning model from manugloeck. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for dmri. The card lists the license as mit.
Pretrained checkpoints for mackelab/dmri, stored as portable Orbax bundles with their frozen Hydra configuration.
Access
Public
Updated Aug 2, 2026
Repo size
433 MB
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At a glance
- Library
- dmri
- License
- mit
- Access
- Public
- Created
- Jul 19, 2026
- Updated
- Aug 2, 2026
- SHA
- 017561ff
Model card
From the Hugging Face model README
DMRI pretrained checkpoints
Pretrained checkpoints for mackelab/dmri, stored as portable Orbax bundles with their frozen Hydra configuration.
| Model | Width | Best step | Bundle size |
|---|---|---|---|
b3s_2_4_6_64 | 64 | 2,640,000 | 55 MB |
b3s_2_4_6_128 | 128 | 1,800,000 | 123 MB |
Load a model
from flax import nnx
from dmri.train.utils import load_checkpoint
checkpoint, model, simulators = load_checkpoint(
repo_id="manugloeck/dmri-pretrained",
model_name="b3s_2_4_6_64",
which="best",
)
params = checkpoint.get("params_ema", checkpoint["params"])
nnx.update(model, params)
model.eval()
Only the requested model subfolder is downloaded and cached by huggingface_hub.
- Library
- dmri
- License
- mit
- Created
- Jul 19, 2026
- Updated
- Aug 2, 2026