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Flan-T5
Can we use FLAN-T5 as a language model? Those FLAN models can represent English and other languages significantly better in our tests. "If you already know T5, FLAN-T5 is just better at everything. For the same number of parameters, these models have been fine-tuned on more than 1000 additional tasks covering also more languages."
Wouldn't you have to retrain text to image models because the representations are different?
Yes, could expertiment with finetuning once you swap it out. I'm 1000% sure FLAN-T5 would result in higher fidelity output, better composition, way better spatial awareness. I think "tango model" kind of validates this.