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My lab found a way to migrate between embedding models with zero downtime. [R]

This story is from 2026-09-08. It is preserved in the archive; the latest stories are on the live feed.

So I've been messinga round with embedding models for a bit, and I think they are interesting enough to experiment with. They are useful for rag, especially in a localllm sense because you can ground your answers in truth. But what happens if you have a billion documents, and you decide to upgrade…

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Timeline · 7 reports

  1. 2026-09-10 06:03 · r/learnmachinelearning
    I made a way to migrate between embedding models without re-embedding your entire corpus
  2. 2026-09-10 00:14 · r/MachineLearning
    I made a way to migrate between embedding models without re-embedding your entire corpus [R]
  3. 2026-09-10 00:12 · r/deeplearning
    I made a way to migrate between embedding models without re-embedding your entire corpus
  4. 2026-09-10 00:10 · r/LocalLLaMA
    I made a way to migrate between embedding models without re-embedding your entire corpus
  5. 2026-09-09 02:44 · r/huggingface
    I tested 10 of the most common embedding models, and found a way to upgrade between them with zero downtime!
  6. 2026-09-08 05:59 · r/deeplearning
    My lab found a way to migrate between embedding models with zero downtime.
  7. 2026-09-08 02:16 · r/MachineLearning
    My lab found a way to migrate between embedding models with zero downtime. [R]

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