Data & Sandbox Hub
Test Delentia OS routines and run custom model fine-tuning pipelines in secure cloud environments.
Google Colab JITNA v3 Template 🚀
Interactive Jupyter Notebook to pull code repositories, configure libraries, and kickstart QLoRA fine-tuning on T4 or A100 GPUs.
Kaggle Dataset Sandbox 📊
Delentia OS dataset pairs and evaluation scripts to run local model evaluations and benchmark safety compliance.
Kaggle Dataset Showcase 🏆
High-fidelity dataset containing intent-response pairs evaluated across the 10-layer Delentia OS model to audit FDIA correctness scores and SignedAI multi-LLM consensus thresholds.
12.4 MB
JSON Lines (JSONL)
12,500 pairs
Apache 2.0
Usage Policies & Licensing
These public datasets and notebooks are provided for educational and research purposes under our unified safety guidelines. Adversarial testing or use cases threatening institutional infrastructures are strictly prohibited.
View verified model benchmarks →