Uploading JNFGMC in asenella/CUB_JNFGMC_v9wdsb19
Browse files- README.md +13 -0
- decoders.pkl +3 -0
- encoders.pkl +3 -0
- environment.json +1 -0
- flows.pkl +3 -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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size 26338276
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encoders.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:d19e4d579b55cc8514ed708fee21ff021722b6c8400103db7fb983f4c3212f8f
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size 4898608
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environment.json
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{"name": "EnvironmentConfig", "python_version": "3.10"}
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flows.pkl
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version https://git-lfs.github.com/spec/v1
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size 2851761
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gmc_model.pkl
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version https://git-lfs.github.com/spec/v1
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size 611004512
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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:efdfe7c2335609d52d3ee6cf8407be6910e3030a016440f42ca8d86b8438dd1d
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size 27977234
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model.pt
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version https://git-lfs.github.com/spec/v1
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size 669435266
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model_config.json
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{"name": "JNFGMCConfig", "n_modalities": 2, "latent_dim": 64, "input_dims": null, "uses_likelihood_rescaling": true, "rescale_factors": {"image": 0.0026041666666666665, "text": 5.0}, "decoders_dist": {"image": "laplace", "text": "categorical"}, "decoder_dist_params": {"image": {"scale": 0.01}}, "logits_to_std": "softplus", "custom_architectures": ["gmc_model", "encoders", "decoders", "joint_encoder", "flows"], "warmup": 150, "annealing": false, "alpha": 0.1, "nb_epochs_gmc": 80, "beta": 1.0, "gmc_config": {"name": "GMCConfig", "n_modalities": 2, "input_dims": null, "common_dim": 32, "latent_dim": 32, "temperature": 0.1, "custom_architectures": ["processors", "shared_encoder"], "loss": "between_modality_pairs"}, "add_reconstruction_terms": false, "divide_by_prior": true}
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