Data & Sandbox Hub
Test Delentia OS routines and run custom model fine-tuning pipelines in secure cloud environments.
Trace Console Simulator (DCPM Live Sim) 👁️
Simulate cognitive flow and observability telemetry of 1 Base + 4 LoRA in real-time.
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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.
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