cywellai/privacy-counsel-ko-8b
The cywellai/privacy-counsel-ko-8b is an 8 billion parameter LoRA fine-tuned model based on Qwen3-8B, specifically optimized for Korean Personal Information Protection Act (PIPA) consulting. Trained on 9,009 curated legal Q&A samples with a 5-stage validation pipeline, it excels at providing structured legal advice in Korean. This model achieves a 14.38/15 score on a 5-axis evaluation, significantly outperforming commercial APIs like GPT-4o on this specialized task.
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Overview
cywellai/privacy-counsel-ko-8b is a specialized 8 billion parameter LoRA fine-tuned model built upon the Qwen3-8B base, designed for providing expert consultation on the Korean Personal Information Protection Act (PIPA). It was developed by CywellAI through a rigorous training process involving 9,009 high-quality Korean legal Q&A samples, rebalanced for optimal performance.
Key Capabilities & Features
- PIPA Specialization: Highly optimized for Korean PIPA practical Q&A, trained on a unique dataset with a 5-stage automated validation pipeline.
- Structured Responses: Generates answers following a consistent four-part structure:
[판단] (Judgment) → [법적 근거] (Legal Basis) → [실무 조치] (Practical Measures) → [추가확인질문] (Further Clarification Questions). - Systematic Legal Reasoning: Within the legal basis, it employs a three-part structure of
원칙 (Principle) → 조건 (Condition/Trigger) → 예외 (Exception)to convey conditional legal nuances. - Superior Task-Specific Performance: Achieves a score of 14.38 out of 15 on a 5-axis evaluation using a 150-question gold set, with 96% of responses meeting 'Gold' criteria. This significantly surpasses general-purpose commercial models like GPT-4o (7.99) on this specific legal domain.
- Robust Data Quality: Training data underwent extensive rebalancing, increasing the inclusion of enforcement decrees, conditional expressions, and multi-stage practical measures.
When to Use This Model
This model is ideal for applications requiring precise, structured, and legally-informed responses concerning the Korean Personal Information Protection Act. It is particularly well-suited for:
- Automated legal Q&A systems for PIPA compliance.
- Assisting legal professionals or businesses with initial PIPA consultations.
- Generating structured legal explanations with clear legal bases and practical steps.
Disclaimer: This model's output should be used for reference only and does not constitute legal advice. High-risk decisions should always involve review by legal professionals.