Uploading JNFGMC in asenella/translated_mmnist_resnets_2_JNFGMC_lwnmlpt9
Browse files- README.md +13 -0
- decoders.pkl +3 -0
- environment.json +1 -0
- gmc_model.pkl +3 -0
- joint_encoder.pkl +3 -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:e4a9d13be9dddd02f091a1bb4b060ff77576dacc04c784168e6882c3cae00ed7
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size 61385131
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environment.json
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{"name": "EnvironmentConfig", "python_version": "3.10"}
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gmc_model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:fef91484e0e5dcfb65e34d76c250c7f2700bbd9f58b6b22266a26b784e8ceef3
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size 93193243
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joint_encoder.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:31f675d1bc770a0959055ff5c6752c01c2038eef399f6e96359264050644b42f
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size 112594226
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model.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2461c1c6ce8eb38789c5c40ed2c71ab4a6131a8641017b73d019b2681e2efea0
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size 279562986
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model_config.json
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{"name": "JNFGMCConfig", "n_modalities": 5, "latent_dim": 190, "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": ["gmc_model", "decoders", "joint_encoder"], "warmup": 150, "annealing": false, "alpha": 0.1, "nb_epochs_gmc": 100, "beta": 2.5, "gmc_config": {"name": "GMCConfig", "n_modalities": 5, "input_dims": {"m0": [3, 28, 28], "m1": [3, 28, 28], "m2": [3, 28, 28], "m3": [3, 28, 28], "m4": [3, 28, 28]}, "common_dim": 64, "latent_dim": 10, "temperature": 0.1, "custom_architectures": ["processors", "shared_encoder", "joint_encoder"], "loss": "between_modality_joint"}, "logits_to_std": "softplus", "add_reconstruction_terms": false}
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