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add better model properties table to docs #640
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mivanit
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add better model properties table to docs #640
mivanit
wants to merge
35
commits into
TransformerLensOrg:dev
from
mivanit:add-better-model-properties-table
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- missing typing.Any - setting torch global default device to meta breaks other tests, and is not required
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I can't figure out why the tests are failing, it seems to have nothing to do with my changes and merging in the dev branch doesn't help. Making a new PR #769 |
mivanit
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Oct 29, 2024
bringing in changes from TransformerLensOrg#640 since I cannot get the tests in that PR to pass :(
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[defunct -- replacing with #769]
Description
This PR ports features from my transformerlens-model-table repo to TransformerLens, implementing many of the features requested in #97. I still need some feedback on this, and presumably building docs will fail for one reason or another once I make the PR.
Features:
The static table has a few more fields added to it, but the primary focus is the interactive table. This provides:
meta
, doesn't require actually loading models)Adds dependencies
under group
docs
:tiktoken
for dealing with certain tokenizersmuutils
for pretty-printed data on tensor shapesType of change
Screenshots
Before:
Original model properties table
After (static):
You can see what the generated data looks like here
After (interactive):
See demo
Checklist:
(currently draft PR, testing incomplete)