# Can I run Mistral Nemo 12B on 32GB RAM Laptop (CPU/iGPU only)?

> **Yes, it runs.** Runs at Q4_K_M using ~8.6 GB of ~28 GB usable. You have room for FP16 for higher quality.

Last validated: 2026-06-15.

## Memory math
- Mistral Nemo 12B: 12.2B; Q4_K_M weighs 6.96 GB on disk.
- At Q4_K_M with a 4k context it needs ~8.6 GB (weights + KV cache + ~0.8 GB runtime overhead, ±15% with context length).
- 32GB RAM Laptop (CPU/iGPU only): 32 GB ram, ~28 GB usable for model weights.
- Headroom: ~19.4 GB; it also fits FP16 for higher quality.

## How to run
Recommended quant: Q4_K_M. Best tool on Windows: LM Studio.

```sh
ollama run mistral-nemo:12b
```

## Run Mistral Nemo 12B on other devices
- [Nvidia GeForce RTX 3060 (12GB)](https://localmodel.run/can-i-run/mistral-nemo-12b/nvidia-rtx-3060-12gb)
- [Nvidia GeForce RTX 4070 (12GB)](https://localmodel.run/can-i-run/mistral-nemo-12b/nvidia-rtx-4070-12gb)
- [Apple M2 (16GB)](https://localmodel.run/can-i-run/mistral-nemo-12b/apple-m2-16gb)
- [Apple M4 (16GB)](https://localmodel.run/can-i-run/mistral-nemo-12b/apple-m4-16gb)
- [Nvidia GeForce RTX 4060 Ti (16GB)](https://localmodel.run/can-i-run/mistral-nemo-12b/nvidia-rtx-4060-ti-16gb)
- [Nvidia GeForce RTX 4080 (16GB)](https://localmodel.run/can-i-run/mistral-nemo-12b/nvidia-rtx-4080-16gb)

## Other models that run on 32GB RAM Laptop (CPU/iGPU only)
- [Command R 35B (35B)](https://localmodel.run/can-i-run/command-r-35b/laptop-32gb)
- [Yi 1.5 34B (34B)](https://localmodel.run/can-i-run/yi-1.5-34b/laptop-32gb)
- [Qwen2.5 32B (32B)](https://localmodel.run/can-i-run/qwen2.5-32b/laptop-32gb)
- [Qwen3 32B (32B)](https://localmodel.run/can-i-run/qwen3-32b/laptop-32gb)
- [DeepSeek-R1-Distill-Qwen 32B (32B)](https://localmodel.run/can-i-run/deepseek-r1-distill-qwen-32b/laptop-32gb)
- [Qwen2.5 Coder 32B (32B)](https://localmodel.run/can-i-run/qwen2.5-coder-32b/laptop-32gb)

Estimate, not a guarantee. Sources: https://ollama.com/library/mistral-nemo, https://ollama.com/library/mistral-nemo/tags, https://huggingface.co/bartowski/Mistral-Nemo-Instruct-2407-GGUF, https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407.
More: https://localmodel.run/can-i-run/mistral-nemo-12b/laptop-32gb