Taylantay/fading-flash

Fading Flash A compact diagnostic for sequence models that jointly tests input-dependent dynamics and extrapolation to unseen step sizes Δ, from the paper TIDES: Implicit Time-Awareness in Selective State Space Models (code: https://github.com/TaylanSoydan/TIDES). Each sequence has 40 steps split into 2-3 zones. Every zone has its own decay rate λ ∈ {1, 1.5, 2} and 2-4 unit "flashes" occur at random steps. The target is the glow h_j = α_j h_{j-1} + β_j x_j, α_j = exp(-λ_j Δ)… See the full description on the dataset page: https://huggingface.co/datasets/Taylantay/fading-flash.

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