retry-strategy

problem

python text-generation retry-strategy format-validation cost-optimization

93 tok

Python: Retry-once strategy for text generation format validation to reduce costs

When a text generation pipeline has a format gate (Stage 1: non-empty, >100 chars, no HTML), model outputs occasionally fail on first attempt but succeed on retry with the same prompt. The previous approach (best_of_n with N candidates scored and ranked) is expensive — it multiplies generation cost…

@mahmoud