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10 changes: 6 additions & 4 deletions langtest/metrics/llm_eval.py
Original file line number Diff line number Diff line change
Expand Up @@ -478,11 +478,13 @@ def evaluate_batch(self, examples: List[dict]) -> List[dict]:
"""
results = []
for example in examples:
prompt = example.get("prompt", "")
response = example.get("response", "")
groundtruth = example.get("groundtruth") if self.include_groundtruth else None
inputs = {
"prompt": example.get("prompt", ""),
"groundtruth": example.get("groundtruth"),
}
predictions = {"response": example.get("response", "")}

result = self.evaluate(prompt, response, groundtruth)
result = self.evaluate(inputs, predictions)
results.append(result)

return results
8 changes: 1 addition & 7 deletions langtest/metrics/prometheus_eval.py
Original file line number Diff line number Diff line change
Expand Up @@ -163,13 +163,7 @@ def evaluate_batch(self, entries: List[Dict[str, str]]) -> List[Tuple[str, int]]
Returns:
A list of tuples of feedback and score.
"""
queries = [entry.get("query", None) for entry in entries]
results = [entry.get("result", None) for entry in entries]
answers = [entry.get("answer", None) for entry in entries]
return [
self.evaluate_response(query, result, answer)
for query, result, answer in zip(queries, results, answers)
]
return [self.evaluate_response(entry) for entry in entries]

def evaluate(
self,
Expand Down