caikit.core.model_management.multi_model_finder

The MultiModelFinder configures a set of other model finders that will be used in sequence to try loading models.

Configuration for MultiModelFinder lives under the config as follows:

model_management:

finders:

<finder name>:

type: MULTI config:

# Sequence of other finder names to use in priority order finder_sequence:

other_finder1

other_finder2

Attributes

`log`
`error`

Classes

MultiModelFinder

A class can be constructed by a factory if its constructor takes exactly

Module Contents

caikit.core.model_management.multi_model_finder.log[source]

caikit.core.model_management.multi_model_finder.error

class caikit.core.model_management.multi_model_finder.MultiModelFinder(config: aconfig.Config, instance_name: str)[source]

Bases: caikit.core.model_management.model_finder_base.ModelFinderBase

A class can be constructed by a factory if its constructor takes exactly one argument that is an aconfig.Config object and it has a name to identify itself with the factory.

__doc__ = Multiline-String

Show Value

"""
The MultiModelFinder configures a set of other model finders that will be used
in sequence to try loading models.

Configuration for MultiModelFinder lives under the config as follows:

model_management:
    finders:
        <finder name>:
            type: MULTI
            config:
                # Sequence of other finder names to use in priority order
                finder_sequence:
                    - other_finder1
                    - other_finder2
"""

name = 'MULTI': This is the name of this constructible type that will be used by the factory to identify this class

_instance_name

_finders

find_model(model_path: str, **kwargs) → caikit.core.modules.ModuleConfig | None[source]: Iterate through the sequence of finders and return the first one that succeeds