ceos/unsloth
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions

Update rl.py

Browse source
This commit is contained in:
Daniel Han 2025-02-11 15:00:44 -08:00
commit 4be70adb57
1 changed files with 4 additions and 2 deletions
Download patch file Download diff file Expand all files Collapse all files

6
unsloth/models/rl.py
View file

@ -272,8 +272,10 @@ def _patch_trl_rl_trainers(trainer_file = "grpo_trainer"):
# Warn on too large or too small learning rate
if " learning_rate" in call_args:
learning_rate_check = \
"if learning_rate < 1e-7: raise FloatingPointError(f'Unsloth: Your learning rate of `{learning_rate}` is too small and less than 1e-7! Consider increasing it, otherwise gradient updates will be close to 0!')\n"\
"if learning_rate > 1: raise OverflowError(f'Unsloth: Your learning rate of `{learning_rate}` is way too larger > 1! Consider decreasing it to 1e-1, otherwise gradient updates will explode!')\n"
"if learning_rate < 1e-7: raise FloatingPointError(f'Unsloth: Your learning rate of `{learning_rate}` is too small and less than 1e-7! '"\
"'Consider increasing it, otherwise gradient updates will be close to 0!')\n"\
"if learning_rate > 1: raise OverflowError(f'Unsloth: Your learning rate of `{learning_rate}` is way too larger > 1! '"\
"Consider decreasing it to 1e-1, otherwise gradient updates will explode!')\n"
extra_args += learning_rate_check
pass