NVIDIA/Ising

NVIDIA/Ising

Description: A model family accelerating the development of useful quantum computers

License: Apache-2.0

Stars: 79

Forks: 24

Open issues: 0

Created: 2026-03-31T02:22:38Z

Pushed: 2026-05-27T16:06:39Z

Default branch: main

Fork: no

Archived: no

README:

NVIDIA Ising

Open models, tools, and cookbooks for quantum computing — from device calibration to error correction.

> This repository is the central landing page for the NVIDIA Ising family of quantum computing tools, models, and cookbooks. For code, see the repositories below.

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Table of Contents

• [Models](#models)
• [NIMs](#nims)
• [Model API Endpoints](#model-api-endpoint)
• [Datasets](#datasets)
• [Repositories](#repositories)
• [Cookbooks](#cookbooks)
• [Issues & Support](#issues--support)
• [License](#license)

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Models

The Ising model family is available on Hugging Face:

| Model | Description | |-------|-------------| | **Ising-Calibration-1-35B-A3B** | Vision-language model for quantum device calibration | | **Ising-Decoder-SurfaceCode-1-Accurate** | AI predecoder for surface code quantum error correction (1.79M params) | | **Ising-Decoder-SurfaceCode-1-Fast** | AI predecoder for surface code quantum error correction (0.91M params) |

Browse the full collection: NVIDIA Ising Collection on Hugging Face

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NIMs

| NIM | Description | |------------|-------------| | **Ising-Calibration-1-35B-A3B** | Ready to deploy NIM for Ising-Calibration-1 |

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Model API Endpoint

| API | Description | |------------|-------------| | **Ising-Calibration-1-35B-A3B** | Build.nvidia.com for Ising-Calibration-1 API endpoint |

Datasets

| Dataset | Description | |---------|-------------| | **QCalEval** | Evaluation dataset for quantum calibration agents |

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Repositories

| Repository | Description | |------------|-------------| | Ising-Decoding | Training Samples for AI Decoding | | Quantum Calibration Agent Blueprint | Agentic workflow blueprint for Quantum Comptuer Calibration VLMs | | QCalEval | Open benchmark for assessing VLM capabilities on quantum calibration experiment analysis |

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Cookbooks

Practical guides and tutorials organized by repository:

Ising-Decoding

| Guide | Description | |-------|-------------| |Ising-Decoder-Tutorial | Training, Optimized Inference, Quantizing an AI Pre-decoder | |Quantum Calibration Agent Documentation | Documentation to get started with an agentic workflow for quantum computer calibration | ---

Issues & Support

This repository is the central place to file issues across the NVIDIA Ising family:

• Bug reports — Open an issue
• Feature requests — Open an issue
• Questions & Discussion — Start a discussion

For security vulnerabilities, do not file a public issue — see [SECURITY.md](SECURITY.md).

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License

Apache 2.0 — see [LICENSE](LICENSE) for details.

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Open models, tools, and cookbooks for quantum computing — from device calibration to error correction.