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carnot-ising-sampler-v1
Carnot-EBM/carnot-ising-sampler-v1
carnot-ising-sampler-v1 is a machine learning model from Carnot-EBM. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
IMPORTANT: This model is a Phase 1 research artifact. Trained on simulated data unless explicitly stated as live-GPU-validated. Do not use in production without independent validation.
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Updated Apr 25, 2026
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At a glance
- Access
- Public
- Created
- Apr 24, 2026
- Updated
- Apr 25, 2026
- SHA
- 25b19be6
Model card
From the Hugging Face model README
Phase 1 Research Artifact
IMPORTANT: This model is a Phase 1 research artifact. Trained on simulated data unless explicitly stated as live-GPU-validated. Do not use in production without independent validation.
This model was produced as part of the Carnot EBM research project and has NOT been validated on live GPU hardware unless the model card explicitly states otherwise. Results from simulated-data training may not transfer to real-world distributions.
For the full verify-repair pipeline, see: https://github.com/Carnot-EBM/carnot-ebm
Production Use (Exp 803)
Install via: pip install carnot
This model (Carnot Ising Sampler v1) is the Tier: Small Boltzmann sampler. For the full verify-repair pipeline, see: https://github.com/Carnot-EBM/carnot-ebm
- Created
- Apr 24, 2026
- Updated
- Apr 25, 2026