{
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    "training_flops_method": "6 \u00d7 active parameters \u00d7 training tokens",
    "training_flops_caveat": "The 36T-token count is an input assumption. The model card reports 3B active parameters. The estimate uses the standard 6ND approximation; exact hybrid-MoE compute may differ."
  },
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    "wandb_run": "https://wandb.ai/marin-community/marin_moe/runs/hero-12d8b6f0-dee637",
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    "paloma_macro_bpb_with_dropping": 0.8867964744567871,
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    "uncheatable_categories": 7
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    "evaldash_run": "https://evaldash.oa.dev/runs/20260901-040435-nemotron-3-nano-30b-a3b-base-paloma-uncheatable-c989",
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    "training_flops_caveat": "NVIDIA publishes 25T training tokens and 3.5B active parameters, not an exact training-FLOP total. The estimate uses the standard 6ND approximation; exact hybrid-MoE compute may differ.",
    "paloma_macro_bpb": 0.8845696062703191,
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      "BBC News": 0.6579406207407943,
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}
