S.L.A.V.K.O.™ Score 4.x

Deterministic AI Evaluation Engine for Enterprise Governance

S.L.A.V.K.O.™ Score is a deterministic, auditable, and enterprise‑grade AI evaluation framework designed for high‑integrity environments.
It provides a complete governance pipeline with strict reproducibility, multimodal extraction, and compliance‑ready scoring.

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Overview

S.L.A.V.K.O.™ Score is part of the Formatdisc Integrity Stack — a suite of tools engineered for deterministic AI operations.
The system enforces strict reproducibility, schema validation, and cryptographically verifiable audit trails.

Architecture Components

Component	Purpose	Stage
SlavkoKernel v8	Governance & Presentation Layer	Final Output
SlavkoShell 2.0	Validation & Routing Layer	First Checkpoint
SlavkoFusion 1.0	Multimodal Extraction Layer	Second Checkpoint
SlavkoScore 4.x	Evaluation & Compliance Layer	Third Checkpoint

Key Features

Deterministic Execution

• Identical input always produces identical output
• Temperature=0, top_p=0 enforced
• Immutable audit chain with cryptographic signatures
• Full reproducibility for compliance and regulatory audits

Multimodal Support

• Text, image, PDF, UI mock‑ups, and code analysis
• Unified feature extraction pipeline
• OCR and layout analysis
• Vision model support (phi3‑vision, LLaVA, etc.)

Enterprise Security

• Zero‑trust architecture
• Schema validation at every stage
• KernelBus v2 audit trail
• Self‑hosted, no vendor lock‑in

Plugin System

• Custom scoring rules
• Custom extractors for new modalities
• Hot‑reloadable plugin architecture
• Python‑based plugin development

Quick Start

git clone https://github.com//SlavkoScore cd SlavkoScore

pip install -e .

python -m slavko_score.api

Dashboard:
http://localhost:8000

Ollama Integration

Pre‑configured Modelfiles are included for:

• deepseek-r1
• phi3-vision
• qwen2.5:14b

ollama pull deepseek-r1 python -m slavko_score.cli --model deepseek-r1

Documentation

• docs/README_SlavkoKernel_v8.md
• docs/README_SlavkoShell_2_0.md
• docs/README_SlavkoFusion_1_0.md
• docs/README_SlavkoScore_4_x.md
• docs/API_Reference.md
• docs/Determinism_Guide.md
• docs/Deployment_Guide.md
• docs/Plugin_Development_Guide.md

Deployment

Docker

docker-compose up -d

Kubernetes

kubectl apply -f k8s/

Benchmarks

Model	Latency	RAM	Use Case
deepseek-r1	1.5–3s	8–10GB	High‑precision evaluation
qwen2.5:14b	1–2s	6–8GB	Standard compliance
llama3.1:8b	0.8–1.5s	4–5GB	Fast screening

Security & Compliance

• SOC 2 Type II ready
• GDPR compliant
• HIPAA compatible (with proper configuration)
• Full audit trail for every decision
• Cryptographic signature support

License

MIT License.
See LICENSE for details.

Contact

Formatdisc — Computer Programming & Advanced Software Systems
Founder & System Architect: Mladen Gertner
Web: https://formatdisc.hr
Email: mladen@formatdisc.hr
Phone: +385 91 542 1014
Location: Zagreb, Croatia
OIB: 18915075854

From Code to Governance — One Score, One Audit Trail.