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Text Degeneration: A Production Failure Mode That Most Benchmarks Do Not Track

中文摘要

自回归模型存在文本退化问题,多数基准未监测且影响推理成本。

English Summary

Text degeneration is a self-reinforcing failure mode in autoregressive language models that impacts inference cost and throughput but remains untracked by most current benchmarks.

Original Excerpt

A self-reinforcing failure mode of autoregressive language models, with measurable consequences for inference cost and throughput, and a… Continue reading on Medium »