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data.py

@@ -10,7 +10,6 @@ from .catalog import __file__ as _
 from .collections import __file__ as _
 from .collections_operators import __file__ as _
 from .dataclass import __file__ as _
-from .dataset_utils import __file__ as _
 from .dataset_utils import get_dataset_artifact
 from .deprecation_utils import __file__ as _
 from .dialog_operators import __file__ as _
@@ -20,13 +19,11 @@ from .file_utils import __file__ as _
 from .formats import __file__ as _
 from .fusion import __file__ as _
 from .generator_utils import __file__ as _
-from .hf_utils import __file__ as _
 from .hf_utils import verify_versions_compatibility
 from .inference import __file__ as _
 from .instructions import __file__ as _
 from .llm_as_judge import __file__ as _
 from .loaders import __file__ as _
-from .logging_utils import __file__ as _
 from .logging_utils import get_logger
 from .metric import __file__ as _
 from .metric_utils import __file__ as _
@@ -40,7 +37,6 @@ from .random_utils import __file__ as _
 from .recipe import __file__ as _
 from .register import __file__ as _
 from .schema import __file__ as _
-from .settings_utils import __file__ as _
 from .settings_utils import get_constants
 from .span_lableing_operators import __file__ as _
 from .split_utils import __file__ as _
@@ -54,7 +50,6 @@ from .task import __file__ as _
 from .templates import __file__ as _
 from .text_utils import __file__ as _
 from .type_utils import __file__ as _
-from .utils import __file__ as _
 from .utils import is_package_installed
 from .validate import __file__ as _
 from .version import __file__ as _
@@ -75,8 +70,9 @@ class Dataset(datasets.GeneratorBasedBuilder):
             if is_package_installed("unitxt"):
                 verify_versions_compatibility("dataset", self.VERSION)
 
-                from unitxt.dataset_utils import \
-                    get_dataset_artifact as get_dataset_artifact_installed
+                from unitxt.dataset_utils import (
+                    get_dataset_artifact as get_dataset_artifact_installed,
+                )
 
                 logger.info("Loading with installed unitxt library...")
                 dataset = get_dataset_artifact_installed(self.config.name)

hf_utils.py

@@ -24,9 +24,9 @@ class UnitxtVersionsConflictError(ValueError):
     def __init__(self, error_in: str, hf_unitxt_version, installed_unitxt_version):
         assert hf_unitxt_version != installed_unitxt_version
         if compare_versions(hf_unitxt_version, installed_unitxt_version) == 1:
-            msg = f"Located installed unitxt version {installed_unitxt_version} that is older then unitxt {error_in} version {hf_unitxt_version}. Please update unitxt package or uninstall it to avoid conflicts."
+            msg = f"Located installed unitxt version {installed_unitxt_version} that is older than unitxt {error_in} version {hf_unitxt_version}. Please update unitxt package or uninstall it to avoid conflicts."
         if compare_versions(hf_unitxt_version, installed_unitxt_version) == -1:
-            msg = f"Located installed unitxt version {installed_unitxt_version} that is newer then unitxt {error_in} version {hf_unitxt_version}. Please force-reload the {error_in} or downgrade unitxt to {error_in} version or uninstall unitxt to avoid conflicts."
+            msg = f"Located installed unitxt version {installed_unitxt_version} that is newer than unitxt {error_in} version {hf_unitxt_version}. Please force-reload the {error_in} or downgrade unitxt to {error_in} version or uninstall unitxt to avoid conflicts."
         super().__init__(msg)
 
 

metric.py

@@ -19,16 +19,13 @@ from .file_utils import __file__ as _
 from .formats import __file__ as _
 from .fusion import __file__ as _
 from .generator_utils import __file__ as _
-from .hf_utils import __file__ as _
 from .hf_utils import verify_versions_compatibility
 from .inference import __file__ as _
 from .instructions import __file__ as _
 from .llm_as_judge import __file__ as _
 from .loaders import __file__ as _
 from .logging_utils import __file__ as _
-from .metric_utils import UNITXT_METRIC_SCHEMA
-from .metric_utils import __file__ as _
-from .metric_utils import _compute
+from .metric_utils import UNITXT_METRIC_SCHEMA, _compute
 from .metrics import __file__ as _
 from .normalizers import __file__ as _
 from .operator import __file__ as _
@@ -39,7 +36,6 @@ from .random_utils import __file__ as _
 from .recipe import __file__ as _
 from .register import __file__ as _
 from .schema import __file__ as _
-from .settings_utils import __file__ as _
 from .settings_utils import get_constants
 from .span_lableing_operators import __file__ as _
 from .split_utils import __file__ as _
@@ -53,7 +49,6 @@ from .task import __file__ as _
 from .templates import __file__ as _
 from .text_utils import __file__ as _
 from .type_utils import __file__ as _
-from .utils import __file__ as _
 from .utils import is_package_installed
 from .validate import __file__ as _
 from .version import __file__ as _

templates.py

@@ -137,7 +137,7 @@ class InputOutputTemplate(Template):
         return target, references
 
 
-class InputOutputReferenceTemplate(InputOutputTemplate):
+class InputOutputTemplateWithCustomTarget(InputOutputTemplate):
     reference: str
 
     def outputs_to_target_and_references(self, outputs: Dict[str, object]) -> str: