Zuma is due to deliver the annual state of the nation address to parliament in Cape Town on Thursday, despite growing calls for him to quit before the speech.
The African National Congress' national executive committee will meet on Wednesday, hours before the address.
The 80-member national executive committee is the ANC's highest decision-making body and could "recall" Zuma from the post of president -- though he may also refuse to comply.
"It was discussed at a great deal of length. I can say to you that there are different views.
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"What we are hoping for is that the NEC (national executive committee) will emerge with a united view on this matter and that once we have done so we will inform South Africans what that view is."
Many ANC members are pushing for Cyril Ramaphosa, the new head of the party, to replace Zuma, 75, as president immediately.