Vanishing Backward Pass: 40% Memory Reduction in LLM Training
approximationForward-Pass-Only (FPO) eliminates the backward pass, reducing peak memory by ~40%. Empirical analysis reveals a strong correlation between prediction error & gradients, enabling stable convergence.
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