🐙 Symbiont on Hugging Face

Secure AI-agent runtime + specialized SLMs for high-trust workflows. We build small, safety-forward models and datasets that power policy-gated agents—with verifiable audit trails, strong privacy, and reproducible evaluation.

💡 Symbiont = an agent framework + DSL designed for zero-trust, cryptographically auditable automation. This org hosts the models, datasets, and Spaces that plug into Symbiont (and any standard HF/Transformers stack).

Main repo: https://github.com/ThirdKeyAI/Symbiont
Python SDK: https://github.com/ThirdKeyAI/symbiont-sdk-python
JS SDK: https://github.com/ThirdKeyAI/symbiont-sdk-js
Symbiont-Demos: https://github.com/ThirdKeyAI/symbiont-demos

🔧 What you’ll find here (COMING SOON)

• Models (SLMs & classifiers)

  • Tool-use & routing specialists (reasoning-forward, small context).
  • Safety & policy classifiers (e.g., tool-call SAFE/UNSAFE).
  • Domain mini-experts (e.g., OSINT, compliance screening, data wrangling).

• Datasets

  • Tool-calling JSONL corpora (inputs → tools → expected calls).
  • Safety corpora (policy violations, redaction targets, PII/secret patterns).
  • Domain sets (financial filings snippets, entity linking, sanctions lexicons).

• Spaces (demos)

  • Policy-gated agent sandboxes (no secrets stored; ephemeral sessions).
  • Evaluation dashboards (benchmarks, error taxonomies, confusion matrices).

🛡️ Principles

• Zero-trust by default: models are small, auditable, and wrapped in policy.
• No training leakage: org models don’t learn from your inputs.
• Reproducibility: fixed seeds, dataset versions, and training cards per release.
• Privacy first: redaction pipelines + opt-in logging with content digests only.
• Cryptographic traceability: signed artifacts and hash-chained audit logs.

📣 Stay in touch

• Website/Docs: https://symbiont.dev (or your preferred site)
• Email: [email protected]

📜 Citation

If you use our models or datasets in research, please cite:

@software{symbiont_ai_agents,
  title  = {Symbiont: A Secure, Policy-Gated AI-Agent Runtime and SLM Suite},
  year   = {2025},
  url    = {https://symbiont.dev},
  author = {ThirdKey.ai}
}

Questions or special licensing needs (enterprise/redistribution)? Reach out—happy to help you deploy models inside policy-enforced, auditable agent workflows.