revert #4277 (google failure) (#4281)
revert #4277 (google failure) (#4281)

* revert #4277 (google failure)

Some downstream user is relying on the rank of stax's biases being 1.

* only revert one change
tensorflow/probability,google/jax,google/jax,google/jax,tensorflow/probability,google/jax