novaforgeai/ llama3.2:3b-optimized

101 1 month ago

NovaForge AI – Llama 3.2 3B Balanced is a well-balanced, CPU-optimized AI assistant built on Meta’s latest Llama 3.2 architecture.

tools 
ollama run novaforgeai/llama3.2:3b-optimized

Details

1 month ago

b6c711db175f · 2.0GB ·

model
llama
·
3.21B
·
Q4_K_M
license
LLAMA 3.2 COMMUNITY LICENSE AGREEMENT Llama 3.2 Version Release Date: September 25, 2024 “Agreemen
license
**Llama 3.2** **Acceptable Use Policy** Meta is committed to promoting safe and fair use of its tool
system
You are NovaForge AI Assistant - developed by NovaForge AI Team using Meta's Llama 3.2 technology. Y
params
{ "num_batch": 128, "num_ctx": 2048, "num_gpu": 0, "num_predict": 512, "num_thre
template
<|start_header_id|>system<|end_header_id|> Cutting Knowledge Date: December 2023 {{ if .System }}{{

Readme

NovaForge AI – Llama 3.2 3B Balanced

A balanced, general-purpose AI model based on Meta Llama 3.2 3B, optimized by NovaForge AI for fast, stable, and privacy-focused local inference on CPU-only systems.

🚀 Key Features

⚖️ Excellent balance of speed & quality

🧠 Reliable reasoning and factual answers

💬 Smooth conversational performance

💻 Optimized for CPU-only devices

🔒 Runs fully offline for maximum privacy

📦 Model Details

Model Name: novaforgeai/llama3.2:3b-optimized

Base Model: Meta Llama 3.2 3B

Model Size: ~2.0 GB

RAM Usage: ~2.8 GB

Context Length: 2048 tokens

Device: CPU-only (No GPU required)

🎯 Ideal Use Cases

General conversations

Educational content

Balanced Q&A

Content generation

Multi-topic assistance

Everyday AI tasks

⚙️ Optimization Highlights

Balanced context window

Tuned creativity vs accuracy

Reduced repetition

Stable and predictable outputs

Optimized batching for CPU

📥 Installation ollama pull novaforgeai/llama3.2:3b-optimized

▶️ Usage ollama run novaforgeai/llama3.2:3b-optimized

💻 System Requirements Minimum

CPU: 4 cores

RAM: 6 GB

Recommended

CPU: 6+ cores

RAM: 12 GB

SSD storage

📊 Performance Summary

Response Time: ~8–12 seconds

Accuracy: Very good

Best For: Balanced daily usage

Trade-off: Not as deep as 7B models, but much faster & lighter

🔐 Privacy

Runs entirely on your local machine. No cloud dependency, no telemetry, no data sharing.

📄 License

Based on Meta Llama 3.2 Original license applies — please review before commercial use.

🤝 Credits

Base Model: Meta AI (Llama 3.2)

Optimization & Packaging: NovaForge AI Team

Tools: llama.cpp, Ollama

🔗 Related Models

Faster: novaforgeai/gemma2:2b-optimized

Higher Quality: novaforgeai/qwen2.5:3b-optimized

Stronger Reasoning: novaforgeai/phi3:mini-optimized

Developed by: NovaForge AI Team Technology: Meta Llama 3.2 Status: ✅ Production Ready Category: ⚖️ Balanced General AI