jarohullowicki/Jjfp-core-v1

JFP-Core-v1 — Jaro Flash Protocol Aligned Model

What is this?

JFP-Core-v1 is the first model configuration aligned with the Jaro Flash Protocol (JFP) v16E.0.0 — a deterministic multi-agent AI execution framework developed by Jarosław Kuchta.

This is not a standard language model. It is a protocol-governed AI engine designed for auditable, traceable, and reproducible AI applications.

Key Properties

• Deterministic execution — consistent outputs for structured inputs
• JFP constitutional layer — built-in rules that cannot be overridden by user prompts
• Reduced hallucination — refusal protocol replaces confabulation
• Audit trail ready — every output is traceable and explainable
• Anti-drift design — behavior stays within defined protocol boundaries
• VOQL compatible — native support for VIKI Operational Query Language

Intended Use

• Auditable enterprise AI pipelines
• Multi-agent orchestration systems
• Compliance-sensitive applications (legal, medical, financial)
• JFP-standard compatible tooling

Not Intended For

• General-purpose chat
• Creative/open-ended generation without protocol constraints
• Applications requiring unpredictable or exploratory outputs

Base Model

Built as a fine-tune configuration for Qwen/Qwen2.5-1.5B-Instruct.

Lightweight local agent designed for continuous learning via JFP-BC constitution.

Tools

This model includes a native tool specification. See tools.json in this repository.

Supported tools:

• code_execution — sandboxed Python/bash execution
• file_operations — read/write within JFP boundaries
• voql_query — VIKI Operational Query Language queries
• agent_dispatch — sub-agent communication within VIKI ecosystem
• audit_log — immutable action logging
• api_call — external REST API calls (whitelist only)
• jfp_validate — schema validation against JFP standard

Limitations

• Requires JFP-compliant input format for optimal performance
• Not designed for open-ended creative tasks
• Commercial use requires separate licensing agreement

Protocol

Built on JFP v16E.0.0 — part of the VIKI ecosystem. Author: Jarosław Kuchta | GitHub

License

cc-by-nc-4.0 — Free for non-commercial use. Commercial licensing: contact the author.

Citation

@misc{kuchta2026jfp,
  author = {Jarosław Kuchta},
  title = {Jaro Flash Protocol (JFP) v16E.0.0},
  year = {2026},
  publisher = {Hugging Face},
  url = {https://huggingface.co/jarohullowicki/Jjfp-core-v1}
}