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"""
K-FAC Memorization Suppression
Reproduction of "From Memorization to Reasoning in the Spectrum of Loss Curvature"
with modified importance formula testing.
"""
from .kfac_collector import KFACCollector
from .kfac_editor import KFACEditor
from .evaluate import (
strict_accuracy,
loose_accuracy,
levenshtein_distance,
memorization_score,
perplexity,
)
from .mine_memorized import (
sample_sequences,
filter_memorized,
mine_memorized_sequences,
)
__version__ = "0.1.0"
__all__ = [
"KFACCollector",
"KFACEditor",
"strict_accuracy",
"loose_accuracy",
"levenshtein_distance",
"memorization_score",
"perplexity",
"sample_sequences",
"filter_memorized",
"mine_memorized_sequences",
]
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