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Avoid attempting to set prediction head if non-existent #377

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merged 2 commits into from
Jun 30, 2022
Merged

Avoid attempting to set prediction head if non-existent #377

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Avoid attempting to set head if non-existent
calpt Jun 29, 2022
27b173d
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calpt Jun 29, 2022
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8 changes: 6 additions & 2 deletions src/transformers/adapters/heads/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -642,10 +642,14 @@ def set_active_adapters(
# use last adapter name as name of prediction head
if self.active_adapters:
head_setup = parse_heads_from_composition(self.active_adapters)
if head_setup:
if isinstance(head_setup, str):
head_setup = [head_setup]
if head_setup and all(head in self.heads for head in head_setup):
self.active_head = head_setup
else:
logger.info("Could not identify a valid prediction head from setup '{}'.".format(self.active_adapters))
logger.info(
"Could not identify valid prediction head(s) from setup '{}'.".format(self.active_adapters)
)

def add_custom_head(self, head_type, head_name, overwrite_ok=False, set_active=True, **kwargs):
if head_type in self.config.custom_heads:
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2 changes: 1 addition & 1 deletion src/transformers/dependency_versions_table.py
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Expand Up @@ -21,7 +21,7 @@
"fugashi": "fugashi>=1.0",
"GitPython": "GitPython<3.1.19",
"hf-doc-builder": "hf-doc-builder>=0.3.0",
"huggingface-hub": "huggingface-hub>=0.1.0,<1.0",
"huggingface-hub": "huggingface-hub>=0.1.0,<0.8.0",
"importlib_metadata": "importlib_metadata",
"ipadic": "ipadic>=1.0.0,<2.0",
"isort": "isort>=5.5.4",
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