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A comment on Claude Sonnet 4.5.
"Differentiate y(x) w.r.t x, gamma and beta."
It not only produced the correct result, but it understood the context - I didn't tell it the context was layer norm, back-propagation and matrices.
This release is a step function for my use cases.
My screenshot came from here: https://docs.pytorch.org/docs/stable/generated/torch.nn.Laye...
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"Differentiate y(x) w.r.t x, gamma and beta."
It not only produced the correct result, but it understood the context - I didn't tell it the context was layer norm, back-propagation and matrices.
This release is a step function for my use cases.
My screenshot came from here: https://docs.pytorch.org/docs/stable/generated/torch.nn.Laye...