NVIDIA · Nemotron-4

Nemotron-4 340B Instruct

READER SUMMARY

NVIDIA's instruction-tuned 340B Nemotron-4 model for generating synthetic training conversations and improving downstream language models.

DOOM SCORE53.2out of 100model risk profile, not the overall index
CURRENT ASSESSMENT · REVISION 1

Why this model scores 53.2

Instruction tuning raises practical generative capability and misuse potential; demanding hardware limits local reach, but NVIDIA tooling supports operational adoption.

Capability68
Autonomy12
Deployment58
Misuse potential63
Control difficulty51
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MODEL-ATTRIBUTED EVIDENCE

News tied to Nemotron-4 340B Instruct

The model score of 53.2 rates this model's risk profile. The overall Doom Index of 63.2 measures the recalibrated complete evidence corpus. These values answer different questions.

NET MODEL-ATTRIBUTED INDEX CONTRIBUTION+0.01

Each article's leave-one-out Doom Index contribution is divided equally among the exact models named on that article. This prevents multi-model evidence from being claimed in full on several model pages. Model risk scores are recalculated from their technical profile and related news, but never feed back into the overall index.

CapabilityTOWARD

NVIDIA releases Nemotron-4 340B model family

NVIDIA released 340-billion-parameter Nemotron-4 base, instruction and reward models to generate synthetic training data, including model weights and tooling aimed at improving smaller language models.

Full item contribution
+0.03
Nemotron-4 340B Instruct equal share
+0.01
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AUDIT TRAIL

Model score history

  1. R1
    Doom Score 53.2

    New exact Nemotron-4 340B instruction model.

    12 Aug 2026