fix: correct mcore dtype + assertion on activation_func#572
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Signed-off-by: Terry Kong <terryk@nvidia.com>
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Signed-off-by: Terry Kong <terryk@nvidia.com>
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This is to address a bug found when testing Nemotron-H where the params_dtype gets set incorrectly and add an assert to give a hint of what might have happened if activation_func is empty.
The issue was during conversion we use the default value of the optimizer.params_dtype as float32 here https://github.com/NVIDIA/NeMo/blob/bab66472d2f2eb05ab621dbad66ad6031e4ee19e/nemo/tron/converter/common.py#L217. But the params_dtype is supposed to be set by the
bf16andfp16args according to how it's handled in mcore: https://github.com/NVIDIA/Megatron-LM/blob/1ab876ddc4c1893c76f26d775226a8d1dcdfb3d2/megatron/training/arguments.py#L676This change just respects that logic.