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Fix Jax bump upgrading numpy as well #1369

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Title:
Temp workaround for pinning numpy outside of poetry

Summary:
Currently, catalyst is hard pinning JAX 0.4.28. But upgrading it also upgrades numpy to 2.x which is breaking matplotlib.

Relevant references:
[sc-91141]

Previous Failure

Possible Drawbacks:
We need to roll this back prior to next release.

Related GitHub Issues:
None.

@rashidnhm rashidnhm added the ci:build-all-qml-demos Build all the Demos for this Pull Request label May 12, 2025
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