Model Name: novaforgeai/novaforge-demo-q4 Size: ~638 MB Context Window: 2K tokens Input / Output: Text. Ollama Overview: This is a lightweight demo model from NovaForgeAI designed for quick testing, UI demos, low-resource environments.

🧠 novaforgeai/novaforge-demo-q4

Purpose A compact demonstration model built for fast experimentation and lightweight local deployment. Ideal when you want to test responses or embed a simple assistant into a UI without heavy resource requirements. Ollama

🚀 Key Features

🔹 Very Lightweight: Small footprint (~638 MB) makes it suitable for low-spec devices. Ollama

🔹 Fast Inference: Designed for quick loading and fast responses. Ollama

🔹 Demo-Ready: Great for UI demos, PoC apps, and rapid exploration. Ollama

🔹 Accessible: No extra quantization configuration needed — works out-of-the-box. Ollama

💡 Typical Use Cases

Testing conversational prompts quickly

Demoing AI functionality in apps or web interfaces

Running on devices with limited RAM or compute resources

Education / prototyping before scaling to larger models

📦 Getting Started (Ollama)

Run interactively:

ollama run novaforgeai/novaforge-demo-q4

Single prompt example:

ollama run novaforgeai/novaforge-demo-q4 “Summarize the benefits of renewable energy.”

API usage (local server):

ollama serve

localhost:11434

⚠️ Notes & Limitations

Not meant for advanced reasoning or deep technical tasks (small & demo-oriented).

Limited context (2K tokens) — best for short prompts/responses.

Quality and capabilities will be lower than larger full-sized models.

Model Name: novaforgeai/novaforge-demo-q4 Size: ~638 MB Context Window: 2K tokens Input / Output: Text. Ollama Overview: This is a lightweight demo model from NovaForgeAI designed for quick testing, UI demos, low-resource environments.

Readme

then send requests to http://localhost:11434