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2 changes: 2 additions & 0 deletions tinker_cookbook/distillation/train_on_policy.py
Original file line number Diff line number Diff line change
Expand Up @@ -132,6 +132,7 @@ class Config:
dataset_configs: List[DistillationDatasetConfig]
model_name: str
max_tokens: int
temperature: float = 1.0
compute_post_kl: bool = False
evaluator_builders: list[SamplingClientEvaluatorBuilder] = chz.field(default_factory=list)
lora_rank: int = 32
Expand Down Expand Up @@ -308,6 +309,7 @@ async def do_sync_training(
do_group_rollout_and_filter_constant_reward(
sampling_client,
builder,
temperature=cfg.temperature,
max_tokens=cfg.max_tokens,
do_remove_constant_reward_groups=False,
),
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Original file line number Diff line number Diff line change
Expand Up @@ -64,6 +64,7 @@ class CLIConfig:
groups_per_batch: int = 1024
learning_rate: float = 1e-4
max_tokens: int = 4096
temperature: float = 1.0
kl_penalty_coef: float = 1.0
kl_discount_factor: float = 0.0

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Original file line number Diff line number Diff line change
Expand Up @@ -58,6 +58,7 @@ class CLIConfig:
group_size: int = 4 # Number of rollouts per prompt
learning_rate: float = 1e-4
max_tokens: int = 4096
temperature: float = 1.0
kl_penalty_coef: float = 1.0
kl_discount_factor: float = 0.0

Expand Down