trinity.algorithm.policy_loss_fn.sppo_loss_fn module#

sPPO-token policy loss function. Relevant paper: https://arxiv.org/abs/2108.05828.

class trinity.algorithm.policy_loss_fn.sppo_loss_fn.sPPOPolicyLossFn(backend: str = 'verl', epsilon: float = 0.3)[source]#

Bases: PolicyLossFn

__init__(backend: str = 'verl', epsilon: float = 0.3) None[source]#

Initialize the policy loss function.

Parameters:

backend – The training framework/backend to use (e.g., “verl”)

classmethod default_args() Dict[source]#

Get default initialization arguments for this loss function.

Returns:

The default init arguments for the policy loss function.

Return type:

Dict

property select_keys#

Returns parameter keys mapped to the specific training framework’s naming convention.