Realigns Core v5 | Lightweight Offline AI Model

Overview

Realigns Core v5 is a lightweight 0.5B local AI model developed by Realigns Inc. It is designed for practical business and developer workflows where privacy, speed, and local deployment matter.

The model is compatible with llama.cpp and can run through a local terminal, browser server, or API-style endpoint using a licensed GGUF model file.

⚙️

Business Workflows

ERP logic, SaaS planning, process summaries, and structured business tasks.

💻

Coding Support

Helpful for basic code generation, explanations, scripts, and developer assistance.

📊

Accounting & IoT

Useful for accounting concepts, sensor logic, dashboard support, and edge workflows.

⚠️ Important Usage Advisory

Realigns Core v5 is a compact 0.5B model. For factual, legal, medical, geographic, historical, current-information, or high-accuracy answers, it should be connected with RAG, verified documents, trusted datasets, or external knowledge sources.

The model file is not publicly downloadable from this page. Access is available only through Realigns Inc licensing, private integration, or approved deployment.

📁 Recommended Project Structure

realigns-core-v5/
├── models/
│   └── realigns-core-v5-q4_k_m.gguf
├── llama.cpp/
└── scripts/

Place the licensed Realigns Core v5 GGUF model inside the models/ folder before running the commands below.

macOS / Linux — Terminal Test

cd ~/realigns-core-v5

./llama.cpp/build/bin/llama-cli \
  -m models/realigns-core-v5-q4_k_m.gguf \
  -p "Who are you?" \
  -n 100

️ macOS / Linux — Start Local Server

cd ~/realigns-core-v5

./llama.cpp/build/bin/llama-server \
  -m models/realigns-core-v5-q4_k_m.gguf \
  --host 127.0.0.1 \
  --port 8080 \
  -c 4096

Windows PowerShell — Terminal Test

cd C:\realigns-core-v5

.\llama.cpp\build\bin\Release\llama-cli.exe `
  -m models\realigns-core-v5-q4_k_m.gguf `
  -p "Who are you?" `
  -n 100

Windows PowerShell — Start Local Server

cd C:\realigns-core-v5

.\llama.cpp\build\bin\Release\llama-server.exe `
  -m models\realigns-core-v5-q4_k_m.gguf `
  --host 127.0.0.1 `
  --port 8080 `
  -c 4096

API Test with cURL

Run this after starting the local server.

curl http://127.0.0.1:8080/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "realigns-core-v5",
    "messages": [
      {"role": "user", "content": "Who are you?"}
    ],
    "max_tokens": 100
  }'

📡 JavaScript Fetch Example

fetch("http://127.0.0.1:8080/v1/chat/completions", {
  method: "POST",
  headers: {
    "Content-Type": "application/json"
  },
  body: JSON.stringify({
    model: "realigns-core-v5",
    messages: [
      { role: "user", content: "Who are you?" }
    ],
    max_tokens: 100
  })
})
.then(response => response.json())
.then(data => {
  console.log(data.choices[0].message.content);
})
.catch(error => {
  console.error("Request failed:", error);
});

🏛️ Recommended Production Architecture

Realigns Core v5
      +
RAG / Verified Documents
      +
Realigns AI Gateway
      =
Private, lightweight, business-ready AI system

For production use, Realigns Core v5 should be combined with verified context, document retrieval, embeddings, and gateway-level authentication/routing.

Edge Optimized • GGUF Compatible • Private Local Inference

Realigns Core v5 Lightweight Local AI for Business, Code & Private Workflows