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Remove storing gradient of freezed language model parameter #4

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Remove storing gradient of freezed language model parameter #4

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7b14a61
fix freeze language parameter
Mar 27, 2023
3afb3c7
Merge branch 'Quentin-Anthony:master' into master
floatingbigcat Apr 14, 2023
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1 change: 1 addition & 0 deletions magma/magma.py
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Original file line number Diff line number Diff line change
Expand Up @@ -99,6 +99,7 @@ def __init__(self, config, device=None, init_weights=True):
# freeze parameters
if config.freeze_lm:
for name, param in self.lm.named_parameters(): # freeze lm weights
param.requires_grad = False
if config.adapter_config and "adapter" in name:
param.requires_grad = True

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