Steal this research idea.
Hypothesis: it'll speed up *both* training and inference.
- Modify next-token prediction task to predicting embeddings of several next paragraphs
- This is a harder task, so loss will drop faster
- At inference, decode embeddings in parallel
Read 16 replies on XResearch: predict embeddings of next paragraphs to speed up LLMs
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