Uploading MoPoE in asenella/MoPoE_mmnist_python311

README.md

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+---
+language: en
+tags:
+- multivae
+license: apache-2.0
+---
+
+### Downloading this model from the Hub
+This model was trained with multivae. It can be downloaded or reloaded using the method `load_from_hf_hub`
+```python
+>>> from multivae.models import AutoModel
+>>> model = AutoModel.load_from_hf_hub(hf_hub_path="your_hf_username/repo_name")
+```

decoders.pkl

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encoders.pkl

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+size 43880815

environment.json

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+{"name": "EnvironmentConfig", "python_version": "3.11"}

model.pt

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model_config.json

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+{"name": "MoPoEConfig", "n_modalities": 5, "latent_dim": 512, "input_dims": {"m0": [3, 28, 28], "m1": [3, 28, 28], "m2": [3, 28, 28], "m3": [3, 28, 28], "m4": [3, 28, 28]}, "uses_likelihood_rescaling": false, "rescale_factors": null, "decoders_dist": {"m0": "laplace", "m1": "laplace", "m2": "laplace", "m3": "laplace", "m4": "laplace"}, "decoder_dist_params": {"m0": {"scale": 0.75}, "m1": {"scale": 0.75}, "m2": {"scale": 0.75}, "m3": {"scale": 0.75}, "m4": {"scale": 0.75}}, "custom_architectures": ["encoders", "decoders"], "subsets": {"": [], "m0": ["m0"], "m1": ["m1"], "m2": ["m2"], "m3": ["m3"], "m4": ["m4"], "m0_m1": ["m0", "m1"], "m0_m2": ["m0", "m2"], "m0_m3": ["m0", "m3"], "m0_m4": ["m0", "m4"], "m1_m2": ["m1", "m2"], "m1_m3": ["m1", "m3"], "m1_m4": ["m1", "m4"], "m2_m3": ["m2", "m3"], "m2_m4": ["m2", "m4"], "m3_m4": ["m3", "m4"], "m0_m1_m2": ["m0", "m1", "m2"], "m0_m1_m3": ["m0", "m1", "m3"], "m0_m1_m4": ["m0", "m1", "m4"], "m0_m2_m3": ["m0", "m2", "m3"], "m0_m2_m4": ["m0", "m2", "m4"], "m0_m3_m4": ["m0", "m3", "m4"], "m1_m2_m3": ["m1", "m2", "m3"], "m1_m2_m4": ["m1", "m2", "m4"], "m1_m3_m4": ["m1", "m3", "m4"], "m2_m3_m4": ["m2", "m3", "m4"], "m0_m1_m2_m3": ["m0", "m1", "m2", "m3"], "m0_m1_m2_m4": ["m0", "m1", "m2", "m4"], "m0_m1_m3_m4": ["m0", "m1", "m3", "m4"], "m0_m2_m3_m4": ["m0", "m2", "m3", "m4"], "m1_m2_m3_m4": ["m1", "m2", "m3", "m4"], "m0_m1_m2_m3_m4": ["m0", "m1", "m2", "m3", "m4"]}, "beta": 2.5, "beta_style": 1.0, "modalities_specific_dim": null}