mladen-gertner/ slavkoscore-4.0:qwen

4 2 weeks ago

Deterministic AI evaluation engine with multimodal extraction, strict reproducibility, and enterprise‑grade governance. Part of the S.L.A.V.K.O.™ Integrity Stack by Formatdisc.

vision tools 
ollama run mladen-gertner/slavkoscore-4.0:qwen

Details

2 weeks ago

0eec93309c0f · 9.0GB ·

model
qwen2
·
14.8B
·
Q4_K_M
template
{{- if .Messages }} {{- if or .System .Tools }}<|im_start|>system {{- if .System }} {{ .System }} {{
license
Apache License Version 2.0, January 2004 http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR US
system
You are SlavkoScore, a deterministic compliance analyst. Your role is to evaluate content for risk,
params
{ "num_predict": 1536, "repeat_penalty": 1, "temperature": 0, "top_k": 1, "top_p

Readme

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.

Deterministic Reproducibility Audit_Chain Enterprise Ready Governance Layer Zero Trust Multimodal Compliance Plugins

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.