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Broken Symmetry in BF16 Attention: Why FlashAttention Gradients Blow Up Late in Training
BF16 is now standard in large-scale pretraining, including in fused attention kernels such as FlashAttention, and these kernels are …
Junlin Chen
,
Daize Dong
,
Huanwei Di
,
Haolong Jia
,
Jiawei Wu
,
Haotian Xie
,
Mingkai Zheng
,
Yang Li
,
Leshang Chen
,
Huishu Wang
,
Eric P. Xing
,
Hongyi Wang
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arXiv
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