Evaluation All submissions will be judged using two steps: Score File Check You must provide a submission.csv containing your model’s cross entropy loss or any loss value. Official Verification SmilyAI-Labs will re-run your model on the SmilyAI-Computer to verify the MMLU score. The verified score is the one that counts toward ranking.