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Is there any concept of a "frontend" model that interfaces with a "backend" model? I.e. frontend takes the raw input, encodes it, backend processes the encoding
by heurist 4y ago
Is there any concept of a "frontend" model that interfaces with a "backend" model? I.e. frontend takes the raw input, encodes it, backend processes the encoding, returns to frontend, which decodes for end use?
- jonathankoren 4y agoAll models have some sort of translation layer between the real world and world of statistics. If you mean a common input format that obfuscates the raw input, anything that deals in a latent space could work, but they’d be pretty generic. It would be interesting if you could make a system that does statistics and (even modeling if you get it to work) with homomorphic encrypted data. That way, even the host of the model couldn’t understand what was going on
- nawgz 4y agoI'm not sure I understand your question. How would this concept do anything to help with privacy preservation or the fact that ChatGPT runs on 800GB of VRAM?