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docs/src/reference/training/optimisers.md
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Any optimization rule from Optimisers.jl can be used with [`train!`](@ref Flux.Train.train!) and
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other training functions.
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-For full details of how the new interface works, see the [Optimisers.jl documentation](https://fluxml.ai/Optimisers.jl/dev/).
+For full details of how the interface works, see the [Optimisers.jl documentation](https://fluxml.ai/Optimisers.jl/).
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## Optimisers Reference
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