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alternating attention

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Data Party THU
Data Party THU
Oct 10, 2026 · Artificial Intelligence

Google TimesFM-3: Native Multivariate Forecasting with Alternating Attention

Google's TimesFM-3 introduces native multivariate time series forecasting with alternating causal temporal and full variate attention, non-autoregressive decoding via contiguous patch masking, and support for historical and future-known covariates, achieving top rankings on Gift-Eval, FEV-Bench, and TIME benchmarks without sacrificing univariate performance.

Google ResearchTimesFM-3alternating attention
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Google TimesFM-3: Native Multivariate Forecasting with Alternating Attention