cross_entropy calc #18
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aigoncharov
reviewed
Aug 2, 2025
| from reasoning_fine_tune.utils.seed import set_seed | ||
| from reasoning_fine_tune.utils.validation import validate_mmlu_answer | ||
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| def estimate_dataset( |
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А мы бы не хотели попробовать параметризовать функцию для подсчета энтропии одного токена? Кажется, что если научить ее принимать compute_entropy_from_logits снаружи, то можно избежать дубликации кода. Что скажешь?
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Ну и имена полей можно тогда тоже кастомные позволит задавать: field_ans и прочее
aigoncharov
reviewed
Aug 2, 2025
| return_dict=True | ||
| ) | ||
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| last_token_logits = outputs.logits[:, -1,:] # [batch_size, vocab_size] |
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А вот это прям хорошая находка! Надо нам и для подсчета single token entropy переехать на outputs.logits
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А для фишки сделаешь разбивку? |
aigoncharov
approved these changes
Aug 2, 2025
yndx-vyazhev
reviewed
Aug 8, 2025
aigoncharov
approved these changes
Aug 8, 2025
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Cross-entropy calculation scripts and folder/dataset