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convert : keep quantization scales for nemotron --mtp export (#26903)
Signed-off-by: ynankani <ynankani@nvidia.com>
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@@ -275,10 +275,18 @@ class NemotronHModel(GraniteHybridModel):
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return None
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elif cls.mtp_only:
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# --mtp: export the MTP head plus the tensors it shares with the target model
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# Include lm_head scale sidecars so NVFP4 packing sees them.
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keep = name in (
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"backbone.embeddings.weight",
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"backbone.norm_f.weight",
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"lm_head.weight",
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"lm_head.weight_scale",
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"lm_head.weight_scale_2",
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"lm_head.weight_scale_inv",
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"lm_head.input_scale",
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"lm_head.input_global_scale",
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"lm_head.weight_global_scale",
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"lm_head.weight_packed",
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)
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if not keep:
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return None
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