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Yeah, RETRO [0] embeds all an entire question/prompt, and searches for similar text passages with k-NN, then does further processing. This can kind of be unders
by mxwsn 3y ago
Yeah, RETRO [0] embeds all an entire question/prompt, and searches for similar text passages with k-NN, then does further processing. This can kind of be understood as attention on paragraphs.
This preprint instead does k-NN and calls it attention on single tokens. So not the same. But similar.
[0] https://jalammar.github.io/illustrated-retrieval-transformer/ https://jalammar.github.io/illustrated-retrieval-transformer...
- ShamelessC 3y agoAh, I see - thanks for the clarification.
- make3 3y agoretro doesn't attend itself, which is a big difference