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Still 256K input tokens. So disappointing (predictable, but disappointing).

400k, not 256k.

400 - 128 = 272. Codex cli source.

If you want to be able to generate up to 128k tokens in one go successfully, then yes, that math checks out.

much harder to train longer context inputs