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Delete metadata.json

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- {
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- "bundle_format_version": 1,
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- "config_schema_version": 1,
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- "extras": {
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- "notes": "Inputs are min-max scaled before training using the fixed bounds stored in this bundle. Output reference scaling metadata is recorded separately and is identity.",
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- "wavelength_angstrom": {
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- "__aet_sidecar__": {
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- "format": "safetensors_v1",
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- "layout": "single_array_v1",
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- "path": "extras/wavelength_angstrom.safetensors"
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- }
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- }
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- },
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- "fingerprint_evaluation": {
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- "atol": 1e-07,
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- "inputs": {
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- "filename": "fingerprint_evaluation/inputs.safetensors",
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- "format": "safetensors_v1",
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- "layout": "numeric_dict_tree_v1",
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- "space": "canonical_input_dict_trees_v1"
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- },
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- "kind": "canonical_inputs_outputs_v1",
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- "outputs": {
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- "filename": "fingerprint_evaluation/outputs.safetensors",
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- "format": "safetensors_v1",
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- "layout": "numeric_dict_tree_v1",
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- "space": "canonical_output_dict_trees_v1"
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- },
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- "rtol": 1e-05,
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- "selection_strategy": "midpoint_from_input_domain_then_reference_scaling_inputs_v1"
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- },
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- "fit_method": "gradient",
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- "model_family_id": "mlp_v1",
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- "model_init": {
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- "hints": {
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- "input_last_axis": 3,
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- "output_last_axis": 500
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- },
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- "representation": "model-local init hints only"
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- },
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- "provenance": {
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- "created_at": "2026-04-17T12:53:21.278590+00:00",
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- "dependencies": {
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- "flax": "0.12.6",
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- "jax": "0.9.2",
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- "numpy": "2.4.4",
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- "optax": "0.2.8"
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- },
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- "git_commit": "c786aa2f0453ba260c000411f586f943a3109976",
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- "platform": "macOS-26.4.1-arm64-arm-64bit",
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- "python_version": "3.12.13",
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- "toolkit": "astro_emulators_toolkit",
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- "toolkit_version": "0.1.0"
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- },
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- "release": {
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- "name": "payne-flux-reference-example",
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- "status": "released",
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- "version": "0.1.0"
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- },
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- "resolved": {
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- "model": {
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- "name": "mlp",
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- "params": {
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- "activation": "gelu",
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- "dtype": "float32",
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- "hidden_sizes": [
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- 128,
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- 128
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- ],
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- "use_bias": true
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- }
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- },
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- "solver": {
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- "name": "gradient",
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- "params": {}
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- },
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- "task": {
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- "name": "regression",
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- "params": {
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- "loss": "mse",
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- "loss_weights": null,
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- "metric_axes": null,
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- "metrics": [
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- "mse",
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- "mae"
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- ]
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- }
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- }
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- },
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- "runtime_contract": {
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- "affine_leaf_specs": {
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- "inputs/parameters": {
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- "last_axis": 3,
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- "mode": "scalar_or_last_axis"
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- },
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- "outputs/flux": {
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- "last_axis": 500,
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- "mode": "scalar_or_last_axis"
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- }
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- },
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- "role_paths": {
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- "input_leaf": "inputs/parameters",
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- "output_leaf": "outputs/flux"
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- },
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- "surface": "canonical_dict_trees_v1"
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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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- "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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- ]
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- }
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- },
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- "min_tree": {
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- },
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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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- }
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- },
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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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- ]
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- },
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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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- ]
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- },
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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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- ]
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- },
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- "leaf_meanings_tree": {
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- "parameters": "stellar labels"
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- "leaf_units_tree": null,
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- "structure_tree": {
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- "parameters": null
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- }
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- },
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- "outputs": {
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- "channel_meanings_tree": null,
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- "channel_names_tree": null,
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- "channel_units_tree": null,
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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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- },
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- "leaf_units_tree": {
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- "flux": "dimensionless"
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- },
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- "structure_tree": {
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- "flux": null
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- "reference_scaling_inputs": {
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- "parametrization": "minmax",
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- "space": "canonical_input_dict_trees_v1",
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- "storage": {
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- "filename": "reference_scaling_inputs.safetensors",
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- "format": "safetensors_v1",
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- "layout": "split_minmax_tree_v1"
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- }
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- },
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- "reference_scaling_outputs": {
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- "kind": "affine_v1",
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- "max_tree": {
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- "flux": 1.0
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- },
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- "min_tree": {
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- "flux": 0.0
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- },
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- "parametrization": "minmax",
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- "space": "canonical_output_dict_trees_v1",
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- "storage": {
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- "filename": "reference_scaling_outputs.safetensors",
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- "format": "safetensors_v1",
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- "layout": "split_minmax_tree_v1"
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- }
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- },
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- "spec_version": 1
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- },
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- "weights_layout": "params_plus_model_state_v1"
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- }