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NVIDIA

GPU and AI-systems company supplying ~90% of the silicon used to train and serve frontier models; also publishes its own foundation models and eval suites.

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Type
infra
HQ
Santa Clara, CA, USA
Founded
1993
Funding
Public (NASDAQ: NVDA); largest company in the world by market cap as of 2025
Website
nvidia.com
GitHub
github.com/NVIDIA
Twitter
twitter.com/nvidia

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Notes

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Evals
1
Tools
3
Models
30
Papers
2
Boards
0
People
16

Models

30

Ranked by Artificial Analysis Intelligence Index

#ModelReleasedIntelligence
1Nemotron 3 Ultra4 Jun 202638.3
2Nemotron 3 Super11 Mar 202625.7
3Nemotron 3.5 Lightning11 Aug 202623.6
4Nemotron Cascade 2 30B A3B19 Mar 202617.8
5Nemotron 3 Nano Omni 30B A3B Reasoning29 Apr 202615
6Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)7 Apr 20258.9
7NVIDIA Nemotron 3 Nano 4B16 Mar 20268.6
8Llama Nemotron Super 49B v1.525 Jul 20258.5
9Llama 3.1 Nemotron Nano 4B v1.1 (Reasoning)20 May 20258.4
10Llama 3.3 Nemotron Super 49B v118 Mar 20258.3
11Llama 3.1 Nemotron Instruct 70B15 Oct 20247.4
12Nemotron 3 Nano 30B A3B15 Dec 20257.2
13Nemotron Nano 9B V218 Aug 20257.2
14Nemotron Nano 12B 2 VL28 Oct 20254.2
15NVIDIA-Nemotron-3-Super-120B-A12B-NVFP410 Mar 2026-
16Cosmos3 Super Text2image (agentic)--
17Nvidia Nemotron 3 Ultra 550B A55B Nvfp4--
18Nvidia Nemotron 3.5 Lightning 30B A3B Nvfp4--
19Nemotron 4 340B--
20Llama 3.3 Nemotron 49B Super--
21Nvidia Nemotron 3 Nano 30B A3B Bf16--
22Llama 3.1 Nemotron Ultra 253B--
23Llama 3.1 Nemotron 51B Instruct--
24Nemotron 4 340B Instruct--
25Nvila Internal 15B--
26Cosmos3 Super Text2image--
27Nemotron 3 Super 120B A12B--
28Nvidia Llama 3.3 Nemotron Super 49B--
29Llama 3.3 70B Instruct FP4--
30Llama2 70B Steerlm Chat--
30 / 30 models

Evals

1

ComputeEval: CUDA Code Generation Benchmark

Evaluates LLM capability to generate correct CUDA code for kernel implementation, memory management, and parallel algorithm optimization tasks.

ActiveCoding

Tools

3

NeMo Gym Sokoban

NVIDIA's reference single-box Sokoban environment in NeMo Gym - a clean Gymnasium-style puzzle env used as the "hello world" for the NeMo RL training stack.

RL EnvPlanning

NVIDIA NeMo Gym

NVIDIA's RL-on-LLM framework inside NeMo - a library of agentic environments (code, math, search, games, robotics) that drop into the NeMo-RL trainer for large-scale, GPU-efficient post-training.

FrameworkCode GenerationMathPlanningAgentic

HelpSteer2

NVIDIA's permissively-licensed human-annotated preference dataset with 5-axis Likert ratings - engineered to train high-quality reward models.

PreferenceHallucinationSafetyInstruction Following

Papers

2

NeMo-Gym: NVIDIA's Framework for LLM Reinforcement Learning Environments

blog

2025

HelpSteer2: Open-source Dataset for Training Top-Performing Reward Models

NeurIPS

2024