[megatron] Fix: Remove Deprecated Megatron Optimizer Args
What does this PR do?
This PR removes the deprecated arguments during Megatron optimizer building for compatibility with the latest Megatron, see https://github.com/NVIDIA/Megatron-LM/blob/main/megatron/core/optimizer/init.py#L442. These arguments are never used by verl so they can be safely removed. This solves the following exception with the latest Megatron:
File "/usr/lib/python3.12/concurrent/futures/_base.py", line 456, in result
return self.__get_result()
^^^^^^^^^^^^^^^^^^^
File "/usr/lib/python3.12/concurrent/futures/_base.py", line 401, in __get_result
raise self._exception
^^^^^^^^^^^^^^^^^^^^^
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/verl/verl/single_controller/ray/base.py", line 825, in func
return getattr(self.worker_dict[key], name)(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/verl/verl/single_controller/base/decorator.py", line 451, in inner
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/root/verl/verl/utils/transferqueue_utils.py", line 187, in dummy_inner
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/root/verl/verl/workers/megatron_workers.py", line 573, in init_model
) = self._build_model_optimizer(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/verl/verl/workers/megatron_workers.py", line 464, in _build_model_optimizer
actor_optimizer = get_megatron_optimizer(model=actor_module, config=optim_config_megatron)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/verl/verl/utils/megatron/optimizer.py", line 71, in get_megatron_optimizer
return get_megatron_optimizer_native(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: get_megatron_optimizer() got an unexpected keyword argument 'no_weight_decay_cond'
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