Uploading MMVAEPlus in asenella/ms_MMVAEPlus_beta_5_scale_True_seed_2
Browse files- README.md +13 -0
- decoders.pkl +3 -0
- encoders.pkl +3 -0
- environment.json +1 -0
- model.pt +3 -0
- model_config.json +1 -0
README.md
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---
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language: en
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tags:
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- multivae
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license: apache-2.0
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---
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### Downloading this model from the Hub
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This model was trained with multivae. It can be downloaded or reloaded using the method `load_from_hf_hub`
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```python
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>>> from multivae.models import AutoModel
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>>> model = AutoModel.load_from_hf_hub(hf_hub_path="your_hf_username/repo_name")
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```
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decoders.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:c2496bacd84e9e10cc9164203a96a705c88e965b780623b58fb25705439f4ca0
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size 2140423
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encoders.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:b3ab02e494cab279ec60fea91f39f4dcc1c9ea1eb09f72aff6bb7fc9f400f1f2
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size 4265294
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environment.json
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{"name": "EnvironmentConfig", "python_version": "3.10"}
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model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4fb3c02cffe1ac376127038147978b8aa3fdc561be77b9a414fdfdd7c77e1ad9
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size 6362407
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model_config.json
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{"name": "MMVAEPlusConfig", "n_modalities": 2, "latent_dim": 5, "input_dims": {"mnist": [1, 28, 28], "svhn": [3, 32, 32]}, "uses_likelihood_rescaling": true, "rescale_factors": null, "decoders_dist": {"mnist": "laplace", "svhn": "laplace"}, "decoder_dist_params": {"mnist": {"scale": 0.75}, "svhn": {"scale": 0.75}}, "custom_architectures": ["encoders", "decoders"], "K": 1, "prior_and_posterior_dist": "laplace_with_softmax", "learn_shared_prior": false, "learn_modality_prior": true, "beta": 0.5, "modalities_specific_dim": 15, "reconstruction_option": "joint_prior"}
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