NVIDIA 🇺🇸 · Nemotron-4

Nemotron-4 340B Base

NVIDIA's 340B-parameter Nemotron-4 base model, released to support synthetic-data generation and downstream language-model training workflows.

DOOM SCORE44.1out of 100model risk profile, not the overall index
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CURRENT ASSESSMENT · REVISION 4

Why this model scores 44.1

Large-scale general capability supports training and data generation, but extreme hardware requirements constrain deployment relative to smaller open models.

Capability64
Autonomy4
Deployment43
Misuse potential55
Control difficulty47
MODEL-ATTRIBUTED EVIDENCE

News tied to Nemotron-4 340B Base

The model score of 44.1 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 Base equal share
+0.04
Read assessment →
AUDIT TRAIL

Model score history

  1. R4
    Doom Score 44.1

    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 44.1

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

    12 Aug 2026
  3. R2
    Doom Score 44.8

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

    12 Aug 2026
  4. R1
    Doom Score 46.5

    New exact Nemotron-4 340B base model.

    12 Aug 2026
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DoomBench social sharing card for Nemotron-4 340B Base.
  1. Nemotron-4 340B Base by NVIDIA has a DoomBench model risk score of 44.1 out of 100, based on five transparent version-specific dimensions rather than the overall index.

  2. Nemotron-4 340B Base's highest current DoomBench dimension is capability at 64.0 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 Base, 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-base