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TL;DR - Unsloth demonstrated a 2-bit NVIDIA Nemotron 3.5 Lightning model running sustained agentic tool calls for 10 minutes on 22GB of VRAM. The demo highlights low-memory local deployment for tool-using workflows.

• Cited more than 80 websites during the run.
• Executed code and searched for 10 real-world locations.
• Available through Unsloth Desktop, with a GGUF model and setup guide provided.
• The post reports a demonstration, not a formal benchmark.