In this paper, we prove that on a Fano manifold M which admits a
K\"ahler-Ricci soliton (\om,X), if the initial K\"ahler metric
\om_{\vphi_0} is close to \om in some weak sense, then the weak
K\"ahler-Ricci flow exists globally and converges in Cheeger-Gromov sense.
Moreover, if \vphi_0 is also KX​-invariant, then the weak modified
K\"ahler-Ricci flow converges exponentially to a unique K\"ahler-Ricci soliton
nearby. Especially, if the Futaki invariant vanishes, we may delete the
KX​-invariant assumption. The methods based on the metric geometry of the
space of the K\"ahler metrics are potentially applicable to other stability
problem of geometric flow near a critical metric.Comment: 28 pages, 1 figure