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An open reasoning model with its recipe beside it.

NVIDIA released Nemotron 3 Super, an open 120-billion-parameter mixture-of-experts reasoning model with 12 billion active parameters, plus stated releases of its methodology, data, reinforcement-learning environments, and evaluation recipes.

AI’s role
A hybrid Mamba-transformer mixture-of-experts model for complex agent subtasks, with a one-million-token context window and multiple active expert specialists at inference.
Documented result
NVIDIA says the model was available on March 11, 2026 with open weights under a permissive license. It says it published methodology, more than 10 trillion pre- and post-training tokens, 15 reinforcement-learning training environments, and evaluation recipes. NVIDIA reports up to 5 times higher throughput and up to 2 times higher accuracy than the prior Nemotron Super model.
Important limitation
The throughput, accuracy, and agent-quality results are NVIDIA's claims, not independent evidence of benefit in a workplace or public service.

Source published 2026-03-11 · Bright published 2026-09-07 · Evidence and limitations

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