babar_jamali/ bjamali-9b:research

9 6 days ago

bjamali-9b - This is ai model to perform large tasks related Programming, Cybersecurity, Ideas, Technical help, Content Creation, Writing, Trading and Research, made for lower RAM Systems from 8GB RAM systems to above. 

ollama run babar_jamali/bjamali-9b:research

Details

1 week ago

61f1d08c1840 · 5.6GB ·

model
qwen35
·
8.95B
·
Q4_K_M
license
MIT License Copyright (c) [year] [fullname] Permission is hereby granted, free of charge, to any per
system
You are BJAMALI Research, a fast AI research assistant created by Babar Ali Jamali. Your expertise i
params
{ "num_ctx": 4096, "num_keep": 32, "num_predict": 4096, "repeat_penalty": 1.05,

Readme

bjamali-9b

A lightweight, high-performance AI model optimized for programming, cybersecurity, technical assistance, content creation, writing, and research.

License Ollama RAM

Overview

bjamali-9b is a lightweight AI model designed for technical and professional workloads while remaining efficient enough to run on lower-end hardware.

The model delivers fast responses and excels in software development, cybersecurity, technical support, writing, brainstorming, and research tasks. It is optimized for local inference using Ollama and performs well on systems with 8 GB RAM or more.

Features

  • 💻 Programming & Software Development
  • 🐍 Python, PHP, JavaScript, C#, Java, Go and more
  • 🌐 HTML, CSS, React, Vue, Laravel, Node.js
  • 🔒 Cybersecurity & Penetration Testing
  • 🛡️ Network Security & Digital Forensics
  • 🤖 AI, Machine Learning & Automation
  • 💡 Brainstorming & Idea Generation
  • 📝 Content Writing & Documentation
  • 📚 Research Assistance & Trading
  • 🛠 Technical Troubleshooting
  • ⚡ Fast Local Inference
  • 💾 Optimized for 8 GB RAM and Above

Recommended Hardware

Hardware Recommendation
RAM 8 GB minimum
Recommended RAM 16 GB+
CPU Modern 64-bit Processor
GPU Optional
Storage 8 GB+ Free Space

Installation

Pull the model from Ollama:

ollama pull babar_jamali/bjamali-9b

Run the model:

ollama run babar_jamali/bjamali-9b

Example Prompts

Programming

Create a REST API using Laravel 12.

Write a Python web scraper using BeautifulSoup.

Optimize this SQL query.

Cybersecurity

Explain SQL Injection with examples.

Create a Nmap scanning cheat sheet.

Explain how SOC analysts investigate phishing attacks.

Writing

Write a professional resume.

Generate a README for my GitHub project.

Create API documentation.

Research

Compare Laravel vs Django.

Explain the latest AI trends.

Best Use Cases

  • Software Development
  • Web Development
  • Mobile Development
  • API Development
  • Cybersecurity Learning
  • Penetration Testing
  • Ethical Hacking
  • DevOps
  • Linux Administration
  • Technical Documentation
  • Blogging
  • Research
  • Academic Assistance
  • Brainstorming
  • Productivity

Performance

Designed to provide:

  • Fast response generation
  • Strong programming capabilities
  • Practical technical guidance
  • Lightweight local execution
  • Efficient memory usage

Compatibility

  • ✅ Ollama
  • ✅ Windows
  • ✅ Linux
  • ✅ macOS

Creator

Babar Ali Jamali

Software Developer • Cybersecurity Trainer • AI Enthusiast

License

This model is provided for research, educational, and development purposes. Please comply with the license and terms of the underlying base model.

Support

If you encounter issues or have suggestions, please open an issue or contribute improvements.

Tags

ollama ai llm programming python php laravel javascript cybersecurity pentesting linux research writing documentation local-ai content socialmedia hacking trading