squ11z1/Kairos

Hugging Face
TEXT GENERATIONConcurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Dec 28, 2025License:nvidia-open-model-licenseArchitecture:Transformer0.0K Open Weights Featherless Exclusive Warm

Kairos is a specialized open-source AI assistant developed by squ11z1, fine-tuned on NVIDIA's Nemotron-Cascade-8B-Thinking base model. It provides expert guidance on quantum and classical cryptography tasks, including Quantum Key Distribution (QKD), cryptographic protocol analysis, and security compliance. This model excels at generating Qiskit code for quantum protocols and assessing cryptographic security, making it ideal for organizations preparing for the post-quantum era.

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Kairos: Quantum/Classical Cryptography Assistant

Kairos is a specialized open-source AI assistant built by squ11z1, fine-tuned on NVIDIA's Nemotron-Cascade-8B-Thinking. It is designed to provide expert guidance on quantum and classical cryptography, focusing on Quantum Key Distribution (QKD) protocols, cryptographic analysis, and security compliance for enterprise use cases.

Key Capabilities

  • Quantum-Ready Expertise: Deep knowledge of QKD protocols (BB84, E91, B92, MDI-QKD, TF-QKD) and post-quantum cryptography (NIST standards like ML-KEM, ML-DSA).
  • Enterprise Compliance: Aids organizations in meeting cryptographic requirements for regulations such as NIS2, DORA, PCI-DSS, ISO 27001, and GDPR.
  • QKD Code Generation: Generates Qiskit implementations for various quantum protocols and performs QBER analysis.
  • Attack Simulation & Protocol Review: Capable of modeling cryptographic attacks and auditing protocols for vulnerabilities.
  • IBM Quantum Hardware Validation: Trained with real experimental data from IBM Heron r2 processor, with future plans to incorporate IBM Nighthawk data for improved fidelity.
  • Thinking Mode: Utilizes chain-of-thought reasoning for complex security analysis, activated with the /think command.

Good For

  • Organizations seeking to implement quantum-safe cryptography and prepare for the post-quantum era.
  • Developers and researchers working on QKD systems and cryptographic protocol analysis.
  • Enterprises needing assistance with cryptographic risk assessment and compliance across various regulatory frameworks.
  • Educational purposes in quantum and classical cryptography, and authorized vulnerability research.

Finetunes
1 models