Fix Unit test failure for JAX/Flax version update #264
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The newer version of JAX 0.7.2 and Flax 0.12.0 now strictly requires a mesh to be defined whenever you initialize parameters with sharding rules, even in a single-device unit test environment. Our unit tests failed for this.
For Flax team, the issue is due to this change: https://github.com/google/flax/blob/main/docs_nnx/flip/4844-var-eager-sharding.md
Simplify the creation of sharded NNX models. When a sharding annotation is provided, all nnx.Variable creation will require a mesh context and automatically be sharded as annotated.
It can be disabled by using flax.config.update('flax_always_shard_variable', False)