Open-weight local LLM

Nemotron 3 Nano (4B)

⭐ Mac Mini M4 16GB top pick! NVIDIA's hybrid model — distilled from 9B, keeps 95% of its quality. Hybrid attention + SSM layers = ~80–120 tok/s on Apple Silicon. Blazing fast, minimal RAM. NVIDIA Open Model License.

Laptop ready 6 GB RAM Q5_K_M Fast chat on Mac Mini M4 / MacBook
Parameters
4B
Minimum RAM
6 GB
Model size
2.8 GB
Quantization
Q5_K_M

Can Nemotron 3 Nano (4B) run locally?

Nemotron 3 Nano (4B) is a good fit for normal laptops and compact desktops with 8 GB RAM or more.

Search for nvidia-nemotron-3-nano-4b in LM Studio or another GGUF-compatible runtime.

chatlightspeedreasoning

Install path

01
Check RAM fitMinimum 6 GB RAM. Start with the Q5_K_M quant.
02
Load the modelSearch nvidia-nemotron-3-nano-4b in LM Studio.
03
Control locallyUse LocalClaw to manage models, agents, chat, channels and scheduled OpenClaw work.

Strengths

  • ⭐ Top pick for Mac Mini M4 16GB
  • Hybrid architecture (attention + SSM) — very fast on Apple Silicon
  • Distilled from 9B — retains most quality at 4B
  • Only 2.8 GB download — fits in 6GB RAM
  • Exceptional speed/quality ratio for its size
  • GGUF available on HuggingFace (nvidia/NVIDIA-Nemotron-3-Nano-4B-GGUF)

Limitations

  • Short 4K context window (not suited for long documents)
  • NVIDIA Open Model License — not fully open-source
  • English only
  • Older architecture compared to 2025 models

Best use cases

  • Fast chat on Mac Mini M4 / MacBook
  • Quick Q&A and summarisation
  • Code assistance for short snippets
  • Edge and offline applications
  • RAG pipelines with short chunks

Capability profile

speed
10
quality
7
coding
6
reasoning
7

Technical notes

Developer
NVIDIA
License
NVIDIA Open Model License
Context window
4,096 tokens
Architecture
Hybrid Transformer + SSM (Mamba-style layers) — distilled from 9B

This model fits these next steps

Hardware fit is based on LocalClaw's RAM tier, model size and quantization metadata. Always leave memory headroom for your OS and runtime.

Similar models to compare

Where to go next