Uploading MMVAEPlus in asenella/incomplete_mhd_MMVAEPlus_beta_5_scale_True_seed_1
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 sha256:6beb6dc3810cd90373c79fb75e75681c4be0d236c6fe696c60f67a354959422a
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size 32018753
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encoders.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec8deb8212d2fa49cee8dc98c96a66ab7562f336a84b9e51c966843dd7d5f79d
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size 96902422
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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:d98bf6e5f6fb21ac540d55654928ec3706a50418c387afba35d6959c57729c3e
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size 128845169
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model_config.json
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{"name": "MMVAEPlusConfig", "n_modalities": 3, "latent_dim": 32, "input_dims": {"image": [3, 28, 28], "audio": [1, 32, 128], "trajectory": [200]}, "uses_likelihood_rescaling": true, "rescale_factors": null, "decoders_dist": {"image": "normal", "audio": "normal", "trajectory": "normal"}, "decoder_dist_params": {}, "custom_architectures": ["encoders", "decoders"], "K": 10, "prior_and_posterior_dist": "laplace_with_softmax", "learn_shared_prior": false, "learn_modality_prior": true, "beta": 0.5, "modalities_specific_dim": 32, "reconstruction_option": "joint_prior"}
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