NVIDIA 🇺🇸 · Nemotron-4

Nemotron-4 340B Instruct

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

DOOM SCORE51.2out of 100model risk profile, not the overall index
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CURRENT ASSESSMENT · REVISION 4

Why this model scores 51.2

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
MODEL-ATTRIBUTED EVIDENCE

News tied to Nemotron-4 340B Instruct

The model score of 51.2 rates this model's risk profile. The overall Doom Index of 67.9 measures the complete temporally weighted evidence record. These values answer different questions.

NET MODEL-ATTRIBUTED INDEX CONTRIBUTION+0.04

Each article's current 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 use a bounded temporal offset around their technical profile, but never feed back into the overall index.

Capability TOWARD

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
+0.11
Nemotron-4 340B Instruct equal share
+0.04
Read assessment →
AUDIT TRAIL

Model score history

  1. R4
    Doom Score 51.2

    Source-backed model availability audit using the model's existing primary or authoritative catalogue evidence. Exact-version evidence chronology replayed under temporal-monthly-pressure-v4.

    12 Aug 2026
  2. R3
    Doom Score 51.2

    Exact-version evidence chronology replayed after run doombench-hourly-news-20260812-142416 under temporal-monthly-pressure-v4.

    12 Aug 2026
  3. R2
    Doom Score 51.8

    Exact-version evidence chronology replayed after run doombench-hourly-news-20260812-132112 under fixed-sensitivity-v3.

    12 Aug 2026
  4. R1
    Doom Score 53.2

    New exact Nemotron-4 340B instruction model.

    12 Aug 2026
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DoomBench social sharing card for Nemotron-4 340B Instruct.
  1. Nemotron-4 340B Instruct by NVIDIA has a DoomBench model risk score of 51.2 out of 100, based on five transparent version-specific dimensions rather than the overall index.

  2. Nemotron-4 340B Instruct's highest current DoomBench dimension is capability at 68.0 out of 100; the profile publishes every component score and its editorial rationale.

  3. DoomBench links 1 source-backed evidence item to Nemotron-4 340B Instruct, while keeping the model's risk profile separate from each item's contribution to the live Doom Index.

    https://www.doombench.com/models/nvidia-nemotron-4-340b-instruct