InstructLab Experiment (BETA)
=============================

Using TuneExperiment, special InstructLab tuner can be created. The tuner is similar to fine tuner and prompt tuner in usage.
InstructLab fine tuning is available only with IBM watsonx.ai for IBM Cloud.

.. note::
    InstructLab fine tuning is in currently in closed beta stage. Feature available only for whitelisted users. Breaking changes in API may be introduced in the future.


ILabTuner
---------

.. autoclass:: ibm_watsonx_ai.foundation_models::ILabTuner
    :members:
    :exclude-members: id

Taxonomy import
---------------
This section contains classes used for taxonomy import step.

Taxonomy
^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.taxonomies.Taxonomy
    :members:

TaxonomyImport
^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.taxonomies.TaxonomyImport
    :members:
    :exclude-members: id

TaxonomiesRuns
^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.taxonomies.TaxonomiesRuns
    :members:

Taxonomies
^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.taxonomies.Taxonomies
    :members:

Document extraction
-------------------
This section contains classes used for document extraction step.

DocumentExtraction
^^^^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.documents.DocumentExtraction
    :members:
    :exclude-members: id

DocumentExtractionsRuns
^^^^^^^^^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.documents.DocumentExtractionsRuns
    :members:

DocumentExtractions
^^^^^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.documents.DocumentExtractions
    :members:

Synthetic data generation
-------------------------
This section contains classes used for synthetic data generation step.

SyntheticDataGeneration
^^^^^^^^^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.synthetic_data.SyntheticDataGeneration
    :members:
    :exclude-members: id

SDGRuns
^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.synthetic_data.SDGRuns
    :members:

SyntheticData
^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.ilab.synthetic_data.SyntheticData
    :members: