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You actually have a lot of options in this space. You can take the prefill engine of just about any LLM and turn it's transformer into a classifier by lobotomizing out the decoder. You can also use a diffusion model on single pass to surprisingly competent result.
If Jeff looks easy enough to deploy by all means start there, but don't discount the idea if Jeff sucks; you have a lot of options.