Uploading MMVAEPlus in asenella/ms_config_1_MMVAEPlus_5l9ze7qf
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:f720dd794b1639ee2ced55ac2faf0d7955d940e131bf0e74acbe9b7fa8b5536e
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size 2140553
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encoders.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:4aa0c1fe444096af16a355eba72be07d7d6674c983f553336582494f04d49866
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size 4265662
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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 sha256:71303945f540f8aa755c11264a44c89ed06929c16d8c7e7eb48d0c82e7e7b668
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size 6362836
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model_config.json
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{"name": "MMVAEPlusConfig", "n_modalities": 2, "latent_dim": 10, "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": 10, "prior_and_posterior_dist": "laplace_with_softmax", "learn_shared_prior": false, "learn_modality_prior": true, "beta": 1.0, "modalities_specific_dim": 10, "reconstruction_option": "joint_prior", "loss": "dreg_looser"}
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