artefactual.utils.io

Functions

load_calibration(identifier)	Loads calibration coefficients from a built-in model name OR a local file path.
load_weights(identifier)	Loads weights from a built-in model name or a local file path.

artefactual.utils.io.load_calibration(identifier)

Loads calibration coefficients from a built-in model name OR a local file path.

Return type:

dict[str, float]

Args:

identifier: The model name (e.g., “tiiuae/Falcon3-10B-Instruct”) or a path to a JSON file.

Returns:

A dictionary containing the calibration coefficients (e.g., “intercept”, “coefficients”).

Raises:

ValueError: If the identifier is not found in the registry and is not a valid file path,

or if the file is not valid JSON.

artefactual.utils.io.load_weights(identifier)

Loads weights from a built-in model name or a local file path.

Return type:

dict[str, float]

Args:

identifier: Either a built-in model name (as listed in MODEL_WEIGHT_MAP) or a path to a local JSON file containing weights.

Returns:

A dictionary mapping string keys to float values representing the weights.

Raises:

ValueError: If the identifier is not a supported model name, the file does not exist, or the file is not valid JSON.