FluxML/Flux.jl v0.16.6

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Flux v0.16.6

Diff since v0.16.5

Merged pull requests:

• Bump actions/checkout from 4 to 5 (#2615) (@dependabot[bot])
• Fix Typos in Docs (#2619) (@Solanasol233)
• Fix reference to inner gradient structure in docs basics.md (#2622) (@AbelHo)
• Fix the "Gradients and Layers" documentation (#2628) (#2629) (@gomurin0428)
• Bump actions/checkout from 5 to 6 (#2630) (@dependabot[bot])
• fix cuda extension on julia 1.12 (#2632) (@CarloLucibello)
• fix CI (#2634) (@CarloLucibello)

Closed issues:

• Enzyme gradient example broken (#2554)
• [enzyme] broken Bilinear gradient (#2565)
• [enzyme] broken MultiHeadAttention gradient (#2567)
• Regression: cpu function is incompatible with DataFrames since Functors became opt-in (#2617)
• Flux on GPU is incompatible with NVIDIA driver version 13 (#2618)
• Views built within MLUtils.kfolds scalar indexing error on gpu (#2620)
• Simple single layer line fit does not converge for most sets of sample points (#2623)
• Julia 1.12: Deadlock detected in loading Flux ext (#2625)
• Enzyme Documentation example does not work on CPU (#2627)
• Minor documentation issue ("Gradients and Layers") (#2628)
• Deadlock when loading FluxCUDAcuDNNExt on Julia 1.12.2 (works on 1.11.7) (#2631)
• [Metal] error in forward pass with tanh activation (#2633)