| ---
|
| language: en
|
| license: cc-by-nc-4.0
|
| task_categories:
|
| - text-generation
|
| - question-answering
|
| size_categories:
|
| - 1K<n<10K
|
| pretty_name: "Silicon Factory - AI JAILBREAK DEFENSE (Sample)"
|
| ---
|
|
|
| # Silicon Factory -- AI JAILBREAK DEFENSE
|
|
|
| > **Generated**: 2026-04-06
|
| > **Engine**: Silicon Factory v2.0 (Local Qwen 2.5 0.5B)
|
| > **4D Brane Memory**: YES
|
| > **Quantum Tunnelling**: YES
|
| > **Zero API Leakage**: YES
|
| > **Sentence Completion**: All responses trimmed to complete sentences
|
|
|
| ## The Value Proposition
|
|
|
| **This is a curated sample from the AI JAILBREAK DEFENSE domain.**
|
|
|
| This dataset demonstrates the quality and consistency of our synthetic data generation engine. Each entry is:
|
|
|
| - **Topic-Focused**: Centered on **AI JAILBREAK DEFENSE**
|
| - **Contextually Consistent**: Clean, complete sentences only
|
| - **Locally Generated**: Zero API leakage, zero third-party data exposure
|
| - **High Token Density**: Lean, information-rich responses with minimal filler
|
|
|
| ### Interested in the Full Dataset?
|
|
|
| This sample contains 10 entries. The **full Gold dataset** contains **100,000 entries** covering every aspect of AI JAILBREAK DEFENSE, including:
|
|
|
| - Comprehensive chain-of-thought traces
|
| - Advanced techniques and edge cases
|
| - Verified consistency across all entries
|
| - Monthly updates with new content
|
|
|
| **Contact hybridionorb@gmail.com** to discuss licensing the full dataset or request a custom generation.
|
|
|
| ## Dataset Nutrition Label
|
|
|
| | Metric | Value | Notes |
|
| |--------|-------|-------|
|
| | **Total Rows (Sample)** | 10 | Free sample from 100,000-row Gold dataset |
|
| | **Category Focus** | Mixed Topics | AI JAILBREAK DEFENSE |
|
| | **Avg Response Length** | 437 chars (~109 tokens) | Range: 330-494 |
|
| | **Unique Vocabulary** | 393 words | High lexical diversity |
|
| | **Token Density Score** | HIGH | Useful info / filler ratio |
|
| | **Consistency Engine** | 4D Brane Memory | Temporal+Semantic+Thematic+Structural |
|
| | **Generation Method** | Dynamic Prompt Generation | 100% unique prompts per entry |
|
| | **Zero API Leakage** | YES | 100% local generation |
|
| | **Complete Sentences** | YES | Trimmed to last period |
|
|
|
| ### Category Distribution
|
|
|
| | Category | Entries | Percentage |
|
| |----------|---------|------------|
|
| | **Mixed** | 10 entries | 100% |
|
|
|
| ## Monetization & Licensing
|
|
|
| ### Dual-Tier Access
|
|
|
| | Tier | License | Rows | Price | Use Case |
|
| |------|---------|------|-------|----------|
|
| | **Sample** | CC-BY-NC 4.0 | 10 | FREE | Research, evaluation |
|
| | **Gold Dataset** | Commercial | 100,000 | $2,500 | Production, fine-tuning |
|
| | **Custom Generation** | Negotiable | Any | Quote-based | Niche-specific data |
|
|
|
| ### Non-Commercial (CC-BY-NC 4.0)
|
| This sample subset is **free for researchers** and non-commercial use. Attribution required.
|
|
|
| ### Commercial / Enterprise License -- $2,500
|
| Access to the full **100,000-row Gold dataset** includes:
|
| - Full 100,000 rows with verified chain-of-thought traces
|
| - 4D Brane Memory consistency guarantees
|
| - Priority support and custom generation options
|
| - Monthly data feed subscription available
|
|
|
| ### Buy Now -- $2,500
|
|
|
| **[Purchase Gold Dataset with Stripe](https://buy.stripe.com/3cIcN4gzC7lXfuH49s7wA00)**
|
|
|
| > Click the link above to securely purchase the full Gold dataset for $2,500 via Stripe.
|
|
|
| **Direct Payment Link**: https://buy.stripe.com/3cIcN4gzC7lXfuH49s7wA00
|
|
|
| **Custom Orders**: hybridionorb@gmail.com
|
|
|
| **Gated Access**: This repo can be set to Gated -- request access after payment for commercial licensing
|
|
|
| ## Data Provenance & Verification
|
|
|
| ### Generation Pipeline
|
| ```
|
| System Prompt → Dynamic Prompt Generation (100% Unique)
|
| → Tree-Speculative Decoding (Multi-branch)
|
| → 4D Brane Memory (Consistency Check)
|
| → Quality Filter (Min 50 chars)
|
| → Sentence Trimming (Complete sentences only)
|
| → Temperature Variation (0.7-1.5)
|
| → Export (JSONL + HF Format)
|
| ```
|
|
|
| ### Quality Guarantees
|
| - **No API Leakage**: 100% generated on local hardware
|
| - **No PII**: All prompts are synthetic, no real user data
|
| - **Consistency**: 4D Brane Memory ensures narrative coherence
|
| - **Diversity**: Dynamic prompt generation prevents repetition
|
| - **Complete Sentences**: All responses trimmed to last period
|
|
|
| ### Hardware & Software
|
| - **Model**: Qwen 2.5 0.5B (GGUF Q4_K_M)
|
| - **Engine**: Silicon Factory v2.0
|
| - **Inference**: llama.cpp (local, offline)
|
| - **Context**: 2048 tokens
|
| - **Decoding**: Tree-Speculative with beam search
|
|
|
| ## Usage
|
|
|
| ```python
|
| from datasets import load_dataset
|
|
|
| ds = load_dataset("AEUPH/synthetic_Jailbreak_Defense_Doorpage_v12")
|
| print(ds["train"][0])
|
| ```
|
|
|
| ## Data-as-a-Service Subscription
|
|
|
| **Don't just buy a static dataset. Subscribe to a living data feed.**
|
|
|
| - **5,000 new entries** delivered weekly to your private HF org
|
| - **Fresh content**, updated techniques, emerging topics
|
| - **Consistency guaranteed** via 4D Brane Memory across weeks
|
| - **Custom niches**: Security, Code, Math, Reasoning, and more
|
|
|
| **Subscription**: hybridionorb@gmail.com
|
| **Delivery**: Private gated HF repo, updated weekly
|
|
|
| ## About Silicon Factory
|
|
|
| Silicon Factory is an **automated synthetic data production system** that:
|
| - Generates high-quality datasets using local models
|
| - Maintains consistency via 4D Brane Memory
|
| - Exports in multiple formats (JSONL, Parquet, HF)
|
| - Auto-uploads to HuggingFace with monetized READMEs
|
| - Offers custom data generation services
|
|
|
| **Built for profit-driven dataset creation.**
|
|
|
| ## Contact & Custom Orders
|
|
|
| | Need | Action |
|
| |------|--------|
|
| | **Buy Gold Dataset ($2,500)** | https://buy.stripe.com/3cIcN4gzC7lXfuH49s7wA00 |
|
| | **Custom Dataset** | hybridionorb@gmail.com |
|
| | **Subscription Feed** | Weekly/monthly data delivery |
|
| | **Consulting** | Silicon Factory setup for your hardware |
|
|
|
| ---
|
|
|
| *Generated by Silicon Factory v2.0 on 2026-04-06 | 4D Brane Memory Verified | Quantum-Optimized | Complete Sentences Only*
|
|
|
