Update rl_replacements.py

This commit is contained in:
Daniel Han 2025-03-14 06:01:42 -07:00
commit d3439f887e

View file

@ -232,10 +232,12 @@ def grpo_trainer__get_per_token_logps(function_name, function):
pass
RL_FUNCTIONS["grpo_trainer"].append(grpo_trainer__get_per_token_logps)
grpo_compute_loss = RL_REPLACEMENTS["grpo_compute_loss"]
UnslothEfficientGRPO = RL_REPLACEMENTS["UnslothEfficientGRPO"]
grpo_accumulated_loss = RL_REPLACEMENTS["grpo_accumulated_loss"]
grpo_compute_loss = RL_REPLACEMENTS["grpo_compute_loss"]
grpo_compute_loss_slow = RL_REPLACEMENTS["grpo_compute_loss_slow"]
UnslothEfficientGRPO = RL_REPLACEMENTS["UnslothEfficientGRPO"]
grpo_accumulated_loss = RL_REPLACEMENTS["grpo_accumulated_loss"]
RL_PRE_ITEMS["grpo_trainer"].append(inspect.getsource(grpo_compute_loss))
RL_PRE_ITEMS["grpo_trainer"].append(inspect.getsource(grpo_compute_loss_slow))
RL_PRE_ITEMS["grpo_trainer"].append(inspect.getsource(UnslothEfficientGRPO))
RL_PRE_ITEMS["grpo_trainer"].append(inspect.getsource(grpo_accumulated_loss))
@ -270,7 +272,7 @@ def grpo_trainer_compute_loss(function_name, function):
# loss = ((per_token_loss * completion_mask).sum(dim=1) / completion_mask.sum(dim=1)).mean()
input_ids = input_ids[:, -logits_to_keep:]
if per_token_logps is not None:
loss, completion_length, mean_kl = grpo_compute_loss_compiled(
loss, completion_length, mean_kl = grpo_compute_loss_slow(
ref_per_token_logps, per_token_logps, input_ids, completion_mask, self.beta, advantages,
)
else: