Research note ·
Gearshift: Can One Model Think and Another Finish?
What I learned trying to hand reasoning between models without replaying it
AI inference / Research & development
More possibilities
for AI inference.
We investigate AI inference, build technology, and develop promising work toward products. Our research spans inference systems, evaluation, and developer tools.
Meet Impossible ComputingIdeas into experiments. Experiments into possibility.Independent inquiry → useful technology
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Our current investigation
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Gearshift
Can inference move
between models?
Exploring heterogeneous inference, including KV-cache handoff between models. A closer look at where model boundaries might become more flexible.
Explore the investigationGearshift / research questionConceptual
01Model AInference stateKV cache
State handoff?
?
An open question02Model BContinue inference?Different model
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Experiment reports, technical essays, and notes on what we learn along the way.
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