I also had some issues with SP when I tried to set it up. I was able to get IdP working easily, but the SP process was still broken (and some necessary configuration elements were missing from Organization-->Settings in the dashboard). But then I found a toggle button in the Organization-->Early Access section of dashboard where I could turn on SAML SSO. After flipping that toggle button, the required configuration options showed up in the dashboard settings and I could complete the SP setup process and get it working properly.
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