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The entire GPT4 model was not retrained to utilize images, instead I think it is much more like show in [1] where an extra layer(s) are learned that take anothe
by mk_stjames 3y ago
The entire GPT4 model was not retrained to utilize images, instead I think it is much more like show in [1] where an extra layer(s) are learned that take another pretrained image model and map that model to the latent space of the LLM. In [1] this was just a single linear layer. I found it pretty shocking how simple it was. I believe OpenAI is doing something similar.
[1] https://arxiv.org/pdf/2304.10592.pdf https://arxiv.org/pdf/2304.10592.pdf
- potatoman22 3y agoGPT4 was trained to be multimodal from the start.