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4 things that made mmBERT classification faster on CPU for us

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

We spent quite a lot of time trying to get mmBERT-based classification fast enough to run continuously on normal machines without a GPU. A few things helped much more than expected. The first one is quantization. Push it further than you probably would by default. We currently use INT8 with INT4 em…

Read the full story at r/deeplearning ↗

Timeline · 2 reports

  1. 2026-09-03 07:32 · r/learnmachinelearning
    4 things that made mmBERT classification faster on CPU for us
  2. 2026-09-03 07:30 · r/deeplearning
    4 things that made mmBERT classification faster on CPU for us

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