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Fix train! doc string 404 #1748

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2 changes: 1 addition & 1 deletion docs/src/models/overview.md
Original file line number Diff line number Diff line change
Expand Up @@ -85,7 +85,7 @@ More accurate predictions will yield a lower loss. You can write your own loss f

## Improve the Prediction

Under the hood, the Flux [`train!`](@ref) function uses *a loss function* and *training data* to improve the *parameters* of your model based on a pluggable [`optimiser`](../training/optimisers.md):
Under the hood, the Flux [`Flux.Optimise.train!`](@ref) function uses *a loss function* and *training data* to improve the *parameters* of your model based on a pluggable [`optimiser`](../training/optimisers.md):
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```julia
julia> using Flux: train!
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