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6 mc dropout in hf pipeline #9

Merged
merged 15 commits into from
Oct 22, 2024
Merged

6 mc dropout in hf pipeline #9

merged 15 commits into from
Oct 22, 2024

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J-Dymond
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@J-Dymond
added some functions which will load a pipeline with dropout turned o…
73a1143 
…n by default, also a function to change the dropout setting at runtime
@J-Dymond
removed old test json script
e1f8cd3
@J-Dymond
renamed file structure
392c7d7
@J-Dymond
adding basic pipeline structure
31d9130
@J-Dymond
re-working pipeline
36cb01d
@J-Dymond
Merge branch 'main' into 6-mc-dropout-in-hf-pipeline
1729ce4
@J-Dymond
written a preliminary variational inference pipeline
94f93c4
@J-Dymond
renamed the variational inference file
a6a259f
@J-Dymond
added logits, token-wise entropy, and token-wise probability to pipeline
926f36e
@J-Dymond
added uncertainty to the TTS pipeline, example script shows cumulativ…
58bff75 
…e uncertainty. TODO: calibrate these confidences
@J-Dymond
variational pipeline now calculates the confidence metrics for each f…
648b7b5 
…orward pass
@J-Dymond
removing .vscode from the repo
1396eb1
@J-Dymond
added some comments
efac13e
@J-Dymond
pipeline now calculates a sentence embedding for each input
8a41bb6
@J-Dymond
semantic density now calculated in the class during variational infer…
ac2f04e 
…ence
@J-Dymond J-Dymond linked an issue Oct 21, 2024 that may be closed by this pull request
MC dropout in HF pipeline #6
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eddableheath
eddableheath approved these changes Oct 22, 2024
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Other than the linters (as discussed) this all looks great to me!

@eddableheath eddableheath merged commit 6bf60e5 into main Oct 22, 2024
1 of 2 checks passed
@eddableheath eddableheath deleted the 6-mc-dropout-in-hf-pipeline branch October 22, 2024 09:23
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@eddableheath eddableheath eddableheath approved these changes

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MC dropout in HF pipeline
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@J-Dymond @eddableheath