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Gleghorn-Lab / SpeedrunningPLMs Public

forked from KellerJordan/modded-nanogpt

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Working baseline#2

Merged

lhallee merged 17 commits intomasterGleghorn-Lab/SpeedrunningPLMs:masterfrom

working-baselineGleghorn-Lab/SpeedrunningPLMs:working-baselineCopy head branch name to clipboard

Dec 24, 2024

Conversation Commits17 (17)Checks Files changed

Merged

Working baseline#2
lhallee merged 17 commits intomasterfrom
working-baseline

Commits

Commits on Dec 22, 2024

Remove causal mask, establish BERT-style attention
lapp0
committed

Commits on Dec 23, 2024

fix data, add MLM loss
lapp0
committed
remove unused mlm_p
lapp0
committed
update naming
lapp0
committed
reimplement MLM loss per ESM2 paper
lapp0
committed
count params
lapp0
committed
fix param count formatting
lapp0
committed
add cached datasets
lapp0
committed
incorporate 10% kept tokens in loss
lapp0
committed

Commits on Dec 24, 2024

bos to cls, get ids from tokenizer
lhallee
committed
better name, mlm_loss_mask
lapp0
committed
calculate perplexity with base e
lapp0
committed
fix sliding window logic s.t. it recompiles once during the first 5 steps
lapp0
committed
remove mock BOS token
lapp0
committed
more robust masking logic
lapp0
committed
reference updated CLS-prefixed dataset
lapp0
committed
allow recompilation
lapp0
committed

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