8bitmp3

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Fixing numbering in mnist_tutorial.md

Thanks again @v1vekkumar Please check the CLA https://github.com/google/flax/pull/4311/checks?check_run_id=31748084557

Update NNX `State.state.split` method docs in `statelib.py`

May need to review/close because of "[nnx] remove State #4418" https://github.com/google/flax/pull/4418

Update source.md according to Filesystem Hierarchy Standard

@MarkDaoust @markmcd

Fix Microsoft Visual C++ Redistributable for Visual Studio 2015, 2017…

thanks @haifeng-jin @Venkat6871

Add nnx.shard_map

Thanks @cgarciae :rocket: TODO Then we can update the Transforms guide