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Nemotron Labs Dory 1.0 (4B)

NVIDIA

Nemotron Labs Dory 1.0 4B is NVIDIA's open-weight looped language model, a normalized GPT with interleaved sliding-window and full-attention layers whose shared recurrent block can be run multiple times at inference to trade compute for accuracy. It is text-in, text-out, English-first, supports up to 256K context and tool calling, and was pre-trained on 6 trillion tokens. Weights released 2026-10-16 under OpenMDW-1.1 in BF16, MXFP8, NVFP4 and GGUF formats.

Key Specifications

Parameters
4.0B
Context
-
Release Date
October 16, 2026
Average Score
39.9%

Timeline

Key dates in the model's history
Announcement
October 16, 2026
Last Update
October 20, 2026
Today
October 27, 2026

Technical Specifications

Parameters
4.0B
Training Tokens
6.0T tokens
Knowledge Cutoff
-
Family
-
Capabilities
MultimodalZeroEval

Benchmark Results

Model performance metrics across various tests and benchmarks

Programming

Programming skills tests
SWE-Bench Verified
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16. • Self-reported
59.5%

Reasoning

Logical reasoning and analysis
GPQA
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16; GPQA Diamond (no tools). • Self-reported
72.4%

Other Tests

Specialized benchmarks
AA-LCR
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16. Card marks AA-LCR as an NVIDIA internal estimate. • Self-reported
71.0%
GDPval-AA
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16. GDPval-AA-V2 Elo (catalog gdpval-aa, max_score 3000). Card marks GDPval-AA as an NVIDIA internal estimate. • Self-reported
31.5%
Humanity's Last Exam
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16; HLE (text-only, no tools). • Self-reported
10.9%
IFBench
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16. • Self-reported
77.9%
OmniScience
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16; AA-Omniscience (accuracy). Card marks AA-Omniscience as an NVIDIA internal estimate. • Self-reported
10.1%
SciCode
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16. • Self-reported
34.9%
Tau3 Banking
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16; τ³-bench (Banking). • Self-reported
12.9%
Terminal-Bench 2.1
NVIDIA self-reported; NeMo Gym / NeMo Evaluator SDK; 2 recurrent loops (recommended default); BF16. Card notes Terminal-Bench 2.1 uses the Terminus-2 harness. • Self-reported
18.1%

License & Metadata

License
openmdw
Announcement Date
October 16, 2026
Last Updated
October 20, 2026

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