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  1. README.txt +105 -0
  2. bundle_integrity.json +43 -0
  3. config.json +110 -0
  4. extras/wavelength_angstrom.safetensors +3 -0
  5. fingerprint_evaluation/inputs.safetensors +3 -0
  6. fingerprint_evaluation/outputs.safetensors +3 -0
  7. input_domain.safetensors +3 -0
  8. metadata.json +1214 -0
  9. reference_scaling.safetensors +3 -0
  10. weights/weights.safetensors +3 -0
README.txt ADDED
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+ Astro Emulators Toolkit Bundle
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+
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+ Summary:
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+ model: mlp
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+ release: payne-flux-reference-example@0.1.0 (released)
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+ bundle_format_version: 1
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+ config_schema_version: 1
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+ spec_version: 1
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+ weights_layout: params_plus_model_state_v1
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+ model_family_id: mlp_v1
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+ fingerprint_evaluation: present
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+ task: regression
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+ fit_method: gradient
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+ role_paths: {'input_leaf': 'inputs/parameters', 'output_leaf': 'outputs/flux'}
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+
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+ Domain:
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+ input_domain: {'kind': 'box_v1', 'max_tree': {'inputs': {'parameters': [7000.0, 5.0, 0.30000001192092896]}}, 'min_tree': {'inputs': {'parameters': [4500.0, 2.5, -0.30000001192092896]}}, 'space': 'canonical_input_dict_trees_v1', 'storage': {'filename': 'input_domain.safetensors', 'format': 'safetensors_v1', 'layout': 'split_minmax_tree_v1'}}
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+ extras: ['notes', 'wavelength_angstrom']
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+
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+ Provenance:
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+ toolkit_version: 0.1.0
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+ created_at: 2026-04-15T05:27:19.567370+00:00
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+ python_version: 3.12.13
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+ git_commit: ed4760d76e41fafb944424999a6a2288a35185fb
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+
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+ spec:
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+ input_domain:
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+ kind: box_v1
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+ inputs:
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+ parameters:
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+ - 7000.0
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+ - 5.0
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+ - 0.30000001192092896
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+ min_tree:
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+ inputs:
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+ parameters:
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+ - 4500.0
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+ - 2.5
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+ - -0.30000001192092896
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+ space: canonical_input_dict_trees_v1
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+ storage:
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+ filename: input_domain.safetensors
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+ format: safetensors_v1
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+ layout: split_minmax_tree_v1
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+ inputs:
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+ channel_meanings_tree:
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+ parameters:
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+ - effective temperature
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+ - surface gravity
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+ - metallicity [Fe/H]
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+ channel_names_tree:
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+ parameters:
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+ - teff
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+ - logg
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+ - feh
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+ channel_units_tree:
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+ parameters:
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+ - K
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+ - dex
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+ - dex
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+ leaf_meanings_tree:
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+ parameters: stellar labels
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+ leaf_units_tree: None
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+ structure_tree:
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+ parameters: None
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+ outputs:
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+ channel_meanings_tree: None
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+ channel_names_tree: None
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+ channel_units_tree: None
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+ leaf_meanings_tree:
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+ flux: continuum-normalized flux vector on the shared wavelength grid
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+ leaf_units_tree:
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+ flux: dimensionless
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+ structure_tree:
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+ flux: None
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+ reference_scaling:
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+ kind: affine_v1
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+ max_tree:
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+ inputs:
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+ parameters:
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+ - 7000.0
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+ - 5.0
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+ - 0.30000001192092896
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+ outputs:
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+ flux:
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+ array(shape=(500,), dtype=float64)
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+ min_tree:
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+ - 4500.0
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+ flux:
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+ array(shape=(500,), dtype=float64)
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+ parametrization: minmax
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+ space: canonical_dict_trees_v1
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+ storage:
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+ filename: reference_scaling.safetensors
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+ format: safetensors_v1
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+ layout: split_minmax_tree_v1
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+ spec_version: 1
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+
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+ Note: this bundle is the canonical emulator artifact. Physical-space composition is external.
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+ {
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+ "wavelength_angstrom": {
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+ "path": "extras/wavelength_angstrom.safetensors"
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