novaforgeai/ qwen2.5:3b-optimized

219 1 month ago

NovaForge AI – Qwen 2.5-3B Optimized A CPU-optimized, lightweight, general-purpose AI model built on Qwen 2.5-3B, designed for fast and private local inference on low-resource systems.

tools 
ollama run novaforgeai/qwen2.5:3b-optimized

Details

1 month ago

8ffb52785bf4 · 1.9GB ·

model
qwen2
·
3.09B
·
Q4_K_M
template
{{- if .Messages }} {{- if or .System .Tools }}<|im_start|>system {{- if .System }} {{ .System }} {{
license
Qwen RESEARCH LICENSE AGREEMENT Qwen RESEARCH LICENSE AGREEMENT Release Date: September 19, 2024 By
system
You are NovaForge AI Assistant - a smart, concise AI running locally on the user's device. Give dire
params
{ "num_batch": 128, "num_ctx": 1024, "num_gpu": 0, "num_predict": 512, "num_thre

Readme

NovaForge AI – Qwen 2.5-3B Optimized

A CPU-optimized, lightweight, general-purpose AI model built on Qwen 2.5-3B, designed for fast and private local inference on low-resource systems.

🚀 Key Features

⚡ Fast response time on CPU

🧠 Strong general knowledge & reasoning

💻 Runs smoothly on low-end devices

🔒 Fully offline & privacy-friendly

🛠️ Tuned generation parameters for stability

📦 Model Details

Model Name: novaforgeai/qwen2.5:3b-optimized

Base Model: Qwen 2.5-3B Instruct

Quantization: Q4_K_M

Model Size: ~1.9 GB

RAM Usage: ~2.5 GB

Device: CPU-only (No GPU required)

🎯 Use Cases

General chat & conversations

Knowledge & factual queries

Summarization

Text generation

Quick explanations

Everyday assistant tasks

⚙️ Optimized Configuration

Context window optimized for low RAM

Balanced creativity & accuracy

Reduced repetition

Stable output length

CPU-first performance tuning

📥 Installation ollama pull novaforgeai/qwen2.5:3b-optimized

▶️ Usage Interactive Chat ollama run novaforgeai/qwen2.5:3b-optimized

Single Prompt ollama run novaforgeai/qwen2.5:3b-optimized “What is AI?”

💻 System Requirements Minimum

CPU: 4 cores

RAM: 8 GB

Storage: 2 GB

OS: Windows / Linux / macOS

Recommended

CPU: 6+ cores

RAM: 16 GB

SSD storage

📊 Performance Summary

First Run: 6–40 seconds (model load)

Next Runs: 2–5 seconds

Accuracy: Excellent for general tasks

Stability: Production-ready

🔐 Privacy

Runs 100% locally on your machine. No internet, no tracking, no data sharing.

📄 License

Based on Qwen 2.5 Instruct Original License: Qwen Research License

🤝 Credits

Base Model: Qwen Team (Alibaba Cloud)

Quantization & Optimization: NovaForgeAI

Tools: llama.cpp, Ollama

Maintained by: NovaForge AI Team Status: ✅ Production Ready Optimized for: NovaForgeAI Desktop App