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10 changes: 8 additions & 2 deletions src/lighteval/metrics/metrics_corpus.py
Original file line number Diff line number Diff line change
Expand Up @@ -30,12 +30,13 @@
import sacrebleu
import sklearn.metrics

from lighteval.logging.hierarchical_logger import hlog_warn
from lighteval.utils.utils import as_list
from lighteval.metrics.sample_preparator import (
GenerativeCorpusMetricInput,
LogprobCorpusMetricInput,
PerplexityCorpusMetricInput,
)
from lighteval.utils.utils import as_list


# General aggregations
Expand Down Expand Up @@ -103,7 +104,12 @@ def __init__(self, metric_type: str):
def compute(self, items: list[GenerativeCorpusMetricInput]) -> float:
"""Computes the metric score over all the corpus generated items, by using the sacrebleu implementation."""
golds = [i.golds for i in items]
preds = [as_list(i.preds) for i in items]
preds = []
for i in items:
pred = as_list(i.preds)
if len(pred) > 1:
hlog_warn(f"Multiple predictions present, keeping only the first prediction (when computing sacrebleu.{self.metric.__name__}).")
preds.append(pred[0])
return float(self.metric(hypotheses=preds, references=golds).score)


Expand Down