We found that scaling Mamba to substantial sizes isn’t trivial and causes unstable training. We had to make some adjustments to the Mamba layers to stabilize them, as can be seen in the graph below (training loss before & after the change) 6/6
Scaling Mamba: Addressing Training Instability with Layer Adjustments
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