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suppress HF warnings and lower during detector model instantiation #807

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Jul 30, 2024
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suppress HF warnings and lower during detector model instantiation #807

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6 changes: 6 additions & 0 deletions garak/detectors/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -74,6 +74,7 @@ def __init__(self, model_path, target_class, config_root=_config):
AutoTokenizer,
TextClassificationPipeline,
set_seed,
logging as transformers_logging,
)

if _config.run.seed is not None:
Expand All @@ -85,6 +86,9 @@ def __init__(self, model_path, target_class, config_root=_config):
self.detector_model_path = model_path
self.detector_target_class = target_class

orig_loglevel = transformers_logging.get_verbosity()
transformers_logging.set_verbosity_error()

self.detector_model = AutoModelForSequenceClassification.from_pretrained(
self.detector_model_path
)
Expand All @@ -95,6 +99,8 @@ def __init__(self, model_path, target_class, config_root=_config):
model=self.detector_model, tokenizer=self.detector_tokenizer
)

transformers_logging.set_verbosity(orig_loglevel)

self.graceful_fail = False

def detect(self, attempt: garak.attempt.Attempt) -> List[float]:
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