Code

6 mc dropout in hf pipeline#9

Code

Merged

eddableheath merged 15 commits intomainalan-turing-institute/ARC-SPICE:mainfrom 6-mc-dropout-in-hf-pipelinealan-turing-institute/ARC-SPICE:6-mc-dropout-in-hf-pipelineCopy head branch name to clipboardOct 22, 2024

+483

Commits

Commits on Sep 27, 2024

• added some functions which will load a pipeline with dropout turned on by default, also a function to change the dropout setting at runtime

  J-Dymond

  committed
  73a1143

• removed old test json script

  J-Dymond

  committed
  e1f8cd3

• renamed file structure

  J-Dymond

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  392c7d7

• adding basic pipeline structure

  J-Dymond

  committed
  31d9130

• re-working pipeline

  J-Dymond

  committed
  36cb01d

• Merge branch 'main' into 6-mc-dropout-in-hf-pipeline

  J-Dymond

  committed
  1729ce4

• written a preliminary variational inference pipeline

  J-Dymond

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  94f93c4

• renamed the variational inference file

  J-Dymond

  committed
  a6a259f

Commits on Oct 1, 2024

• added logits, token-wise entropy, and token-wise probability to pipeline

  J-Dymond

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  926f36e

Commits on Oct 2, 2024

• added uncertainty to the TTS pipeline, example script shows cumulative uncertainty. TODO: calibrate these confidences

  J-Dymond

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  58bff75

Commits on Oct 4, 2024

• variational pipeline now calculates the confidence metrics for each forward pass

  J-Dymond

  committed
  648b7b5

• removing .vscode from the repo

  J-Dymond

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  1396eb1

• added some comments

  J-Dymond

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  efac13e

• pipeline now calculates a sentence embedding for each input

  J-Dymond

  committed
  8a41bb6

Commits on Oct 10, 2024

• semantic density now calculated in the class during variational inference

  J-Dymond

  committed
  ac2f04e