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This model was trained with pythae. It can be downloaded or reloaded using the method load_from_hf_hub

>>> from pythae.models import AutoModel
>>> model = AutoModel.load_from_hf_hub(hf_hub_path="clementchadebec/reproduced_hvae")

Reproducibility

This trained model reproduces the results of Table 1 in [1].

Model Dataset Metric Obtained value Reference value
HVAE (n_lf=4) Binary MNIST NLL (1000 IS) 86.21 (0.01) 86.40

[1] Samlimans, T. et al, Markov chain monte carlo and variational inference: Bridging the gap, ICML 2015

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