LLM output lengths conditioned on a prompt form heavy-tailed distributions, so robust estimation from multiple samples outperforms single-sample labels for prediction.
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Robust Length Prediction: A Perspective from Heavy-Tailed Prompt-Conditioned Distributions
LLM output lengths conditioned on a prompt form heavy-tailed distributions, so robust estimation from multiple samples outperforms single-sample labels for prediction.