Rename folder, add cross-reference

Author: lantiga

docs/source-fabric/advanced/compile.rst

@@ -115,7 +115,6 @@ always exclude the first call to ``forward()`` from your measurements, since it
         Compile median time: 0.0185 seconds
         Speedup: 1.4x
 
-
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@@ -220,6 +219,8 @@ needed to achieve the equivalent of `compile(distributed(quantized(model)))`:
 
         model = fabric.setup(model)
 
+For a full example, see our `FP8 Distributed Transformer example <https://github.com/Lightning-AI/lightning/blob/master/examples/fabric/fp8_distributed_transformer>`_.
+
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docs/source-pytorch/advanced/compile.rst

@@ -249,6 +249,8 @@ needed to achieve the equivalent of `compile(distributed(quantized(model)))`:
 
             self.model = torch.compile(model)
 
+For a full example, see our `FP8 Distributed Transformer example <https://github.com/Lightning-AI/lightning/blob/master/examples/pytorch/fp8_distributed_transformer>`_.
+
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