metadata

title: README
emoji: 📈
colorFrom: purple
colorTo: green
sdk: static
pinned: false

🐙 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.