Silicon-DPO: Developer Edition

🟢 Tier 1: Developer Edition (€49)

* Title: Silicon-DPO: Developer Edition (6.5k Verified Python Pairs)

* Short Description: Stop training on hallucinations. Get 6,500+ logic-verified Python coding pairs for SFT.

* Key Features:

* ✅ 6,500+ Tier SS Data Points.

* ✅ 100% Executable Code (Verified by Sandbox).

* ✅ Focus: Distributed Systems, Finance, CyberSec.

* ❌ No Self-Healing Traces.

* 📜 Personal Use License.

🟡 Tier 2: Titan Commercial Pack (€499)

* Title: Silicon-DPO: Titan Commercial Pack (Self-Healing + Ledger)

* Short Description: The "Missing Link" for reasoning models. Includes rare "Self-Healing" trajectories and blockchain provenance.

* Key Features:

* 💎 630+ Tier SSS Self-Healing Traces (The Gold).

* ✅ 7,000+ Total Data Points.

* ⛓️ Full Provenance Ledger (Hash-Chained verification).

* 📄 Certificate of Authenticity.

* 🚀 Commercial License (MIT).

* 🎁 Bonus: "Silicon-DPO Best Practices Guide" (PDF).