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fix: Improve error logging and preserve full model response in eval process (#337)

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Andreas Köpf 2025-03-12 00:01:49 +01:00 • committed by GitHub
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commit c8e77d21a7
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1 changed files with 16 additions and 3 deletions
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19
eval/eval.py
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@ -175,10 +175,23 @@ class AsyncModelEvaluator:
Returns: Returns:
Dict with processing results Dict with processing results
""" """
response = None
try: try:
# Get model response first
response = await self.get_model_response(entry["question"]) response = await self.get_model_response(entry["question"])
model_answer = extract_answer(response)
score = dataset.score_answer(answer=model_answer, entry=entry) # Try to extract answer and score it
try:
model_answer = extract_answer(response)
except Exception as extract_error:
self.logger.error(f"Error extracting answer: {str(extract_error)}")
raise Exception(f"Answer extraction error: {str(extract_error)}")
try:
score = dataset.score_answer(answer=model_answer, entry=entry)
except Exception as score_error:
self.logger.error(f"Error scoring answer: {str(score_error)}")
raise Exception(f"Answer scoring error: {str(score_error)}")
if self.verbose: if self.verbose:
print(f"Question: {entry['question']}") print(f"Question: {entry['question']}")
@ -207,7 +220,7 @@ class AsyncModelEvaluator:
"question": entry["question"], "question": entry["question"],
"expected_answer": str(entry["answer"]), "expected_answer": str(entry["answer"]),
"model_answer": "ERROR", "model_answer": "ERROR",
"full_model_response": f"Error: {str(e)}", "full_model_response": response if response is not None else f"Error: {str(e)}",
"score": 0.0, "score": 0.0,
"error": str(e), "error": str(e),
} }