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Simplicity bias scaling#312

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Commits

Commits on Jan 24, 2025

• update docs, now nle can be installed much simpler

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  5b0327a

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• remove render utils, use learned embeddings for characters

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  ed405a0

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• tidy nethack_env

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  2fdf47a

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• simba init

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• simba is too heavy

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  487b09d

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• vit

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  45fe24a

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• add weight decay

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• exp setup

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• add gradient accumulation

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• experiments with scale

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  8237d66

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• remove old models

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• small update

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Commits on Jan 25, 2025

• add topline and bottomline to vit encoder

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  d68a34e

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• add scaled for comparison

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  4669e07

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• add cnn

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  305eddd

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• update configs

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• add different cnn

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  1eb67ea

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• change embedding representations

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  af4c322

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• embeddings exp

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  260c8fa

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• train from pixels

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  acb0d3a

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• add cnn pixels config

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  a7ef388

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• update config

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Commits on Jan 26, 2025

• debug chaotic dwarf

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• tile tty

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• overwrite

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• remove render utils, no longer needed

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  76ca7ce

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• add simba architecture

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• config which reproduces chaotic dwarf

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  4364f7c

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• adapt vit to screen_image

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  66c9010

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• small fixes

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  6cb03ca

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• simba scale config and notebook

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• revert back scaled

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  4859ec7

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• simba embeddings

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  26c4daa

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• types of pooling

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  d84bafe

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• update notebook

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• update notebook

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• simba bigger

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• simba separate

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• simba elu

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• simba effi

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• simba scale separate AC

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• manual init

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Commits on Jan 27, 2025

• add max pool

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• crop size exp

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  2aa4ff8

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• update vit

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• last experiments

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