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ConsciousnessLearn · Explore · Joseph Anady

Retain the original inverse-frequency schedule

This is the original geometric rotary frequency schedule, base^(−2 i/dim). Its frequency decreases as i grows when base>1. The later blend retains the unscaled schedule at the higher-frequency end and combines it with the divided schedule at intermediate indices.

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donor-deepseek-yarn-extrapolationdocumented formula or resource estimate
invfreqextrapolation=1/(base(2i/dim))highfreq,rawinv_freq_extrapolation = 1 / (base^(2i/dim)) high freq, raw

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This is the original geometric rotary frequency schedule, base^(−2 i/dim). Its frequency decreases as i grows when base>1. The later blend retains the unscaled schedule at the higher-frequency end and combines it with the divided schedule at intermediate indices.

Terms & definitions

TermMeaning in this source
i

Frequency-pair index

dim

Rotary dimension

base

Frequency base

How it works

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Original context

Read the surrounding source passage
A linear ramp over [low, high] blends two frequency schedules:
          inv_freq_interpolation = 1 / (factor * base^(2i/dim))   low freq, scaled
          inv_freq_extrapolation = 1 / (base^(2i/dim))            high freq, raw
          inv_freq = interp * (1 - ramp) + extrap * ramp
      High-frequency dimensions extrapolate unchanged; low-frequency dimensions
      are interpolated by the factor of 40.
Exact original notation
inv_freq_extrapolation = 1 / (base^(2i/dim))            high freq, raw

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Sources & provenance

01
DEEPSEEK_R1_COMPLETE.txt
lines 946–946 · Aug 5, 2026
inv_freq_extrapolation = 1 / (base^(2i/dim)) high freq, raw
02
DEEPSEEK_R1_COMPLETE.txt
lines 946–946 · Aug 5, 2026
inv_freq_extrapolation = 1 / (base^(2i/dim)) high freq, raw

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