license: apache-2.0
task_categories:
- text-generation
language:
- en
pretty_name: Fable 5 Distill Reasoning Data
tags:
- coding
- mythos class
- fable class
- math
- security
- synthetic
- thought
- fable 5
- mythos 5
- distill
- distillation
- think
- reasoning
- CoT
- SFT
- instruction-tuning
- cybersecurity
- thinking
- fin-tech
- fable
- mythos
size_categories:
- n<1K
configs:
- config_name: default
data_files:
- split: train
path: Data/train.jsonl
Dataset Description
This dataset contains 25. highly detailed architectural traces mapping out security implementations for hybrid global banking systems encompassing both fiat and cryptocurrency infrastructures.
This is 10,000,000+ estimated tokens of fable 5 data, filtered and classified to remove low-quality entries by qwen 2.5 7B, and improved by GLM 5.2. The dataset bypasses basic conversational filler and is engineered to advance the domain precision, strict formatting adherence, and contextual logic of models during supervised fine-tuning.
Dataset Statistics
| Metric | Value | Details |
|---|---|---|
| Total Examples | 250 Traces | Non-repetitive filtered architectural scenarios. |
| Total Dataset Size | 40 MB | Uncompressed raw .jsonl payload. |
| Average Trace Size | ~160 KB | High-density entries with complete configurations. |
| Domain Scope | FinTech Architecture | Covers global jurisdictions, SWIFT, and general coding. |
Dataset Contents & Coverage
Each trace within the dataset connects high-level business and compliance constraints with technical engineering implementations across several critical domains:
- Threat Modeling: Multi-vector risk scoring matrices mapped to infrastructure mitigations.
- Kernel-Level Micro-Segmentation: Complete Cilium eBPF network policies, Istio service mesh manifests, and strict mTLS boundary configurations.
- Machine Identity & Ephemeral Secrets: SPIFFE/SPIRE architecture layouts integrated with HashiCorp Vault for dynamic database credential rotation.
- Runtime Defense Systems: Custom Falco eBPF security rule blocks engineered to detect process hijacking in high-security environments.
- Global Compliance Frameworks: Alignments mapping platform logic with PCI-DSS 4.0, GDPR data-shredding strategies, PSD2 SCA verification patterns, and SOX ledger tracking rules.
Uses
Use for finetuning/training LLMs or SLMs or any size on very dense reasoning and coding data.