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Push model using huggingface_hub.

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  1. README.md +20 -0
  2. config.json +29 -0
  3. pytorch_model.bin +3 -0
README.md ADDED
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+ ---
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+ library_name: rule-inducer
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+ license: mit
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+ pipeline_tag: other
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+ tags:
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+ - ilp
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+ - interpretability
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+ - logic-programming
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+ - model_hub_mixin
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+ - neuro-symbolic
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+ - pytorch
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+ - pytorch_model_hub_mixin
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+ - rule-induction
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+ - zero-shot
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+ ---
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+
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+ This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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+ - Code: https://github.com/phuayj/neural-rule-inducer
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+ - Paper: https://arxiv.org/abs/2605.04916
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+ - Docs: [More Information Needed]
config.json ADDED
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+ {
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+ "K_max": 4,
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+ "T_max": 8,
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+ "clause_dropout": 0.25,
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+ "clause_dropout_min_keep": 2,
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+ "clause_hidden_dim": 384,
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+ "clause_topk": 1,
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+ "gate_mode": "sigmoid",
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+ "literal_add_posneg_cooc": true,
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+ "literal_embed_dim": 384,
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+ "literal_example_content_keys": true,
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+ "literal_example_x_bottleneck": 64,
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+ "literal_film_config": {
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+ "beta_init": "orthogonal",
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+ "beta_std": 0.5,
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+ "enabled": true,
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+ "gamma_init": "normal",
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+ "gamma_mean": 1.0,
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+ "gamma_std": 0.5,
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+ "mode": "full"
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+ },
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+ "literal_hidden_dim": 384,
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+ "mask_fill_value": -1000000000.0,
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+ "mutual_exclusion_hard": true,
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+ "setmatch_dropout": 0.1,
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+ "setmatch_hidden_dim": null,
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+ "setmatch_num_heads": 4,
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+ "setmatch_num_layers": 3
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+ }
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:6c93283a519d55b2c3f30ea85c8b43e1718deb5ddff0f30f08ec88c145520877
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+ size 35713292