Positional Interpolation

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Huang: Context scaling requires positional interpolation rather than extrapolation
“There's it's super confusing, but it's like, there's extrapolate positional extrapolation, and then there's interpolation. You want interpolation. It's been shown that just pure extrapolation makes the model a lot worse, and it's harder to attend to stuff, whe…”
Mark Huang May 31, 2024 ▶ 21:04 How to train a Million Context LLM — with Mark Huang of Gradient.ai

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