Short answer
Yes. Pick a model whose download is a few GB smaller than your memory. On 8 GB, these fit (Ollama download sizes):
- Llama 3.2 3B: 2.0 GB
- Qwen 3.5 4B: 3.3 GB
- Gemma 4 E2B: 4.6 GB (tighter)
They're good for quick questions, summaries and simple writing.
What to expect
- Simpler answers than big cloud chatbots, and slower replies on modest hardware.
- Close other heavy apps (browsers with lots of tabs) to leave memory spare.
- Long documents need extra memory, so keep inputs short.
Which app?
- Mac (M1 or newer): LM Studio says 8 GB Macs work with smaller models (it recommends 16 GB+). Ollama works too.
- Windows: LM Studio recommends 16 GB, so on 8 GB use the smallest models; Ollama is also an option.
- GPT4All says 8 GB is enough for 3B models.
What we actually ran: Qwen 3.5 0.8B with Ollama on a CPU-only Linux server. We haven't tested the 3–4B models on an 8 GB laptop ourselves.
Next: Full local AI guide · Ollama vs LM Studio
Sources
- Ollama: Qwen 3.5 sizes: last checked Oct 15, 2026
- Ollama: Gemma 4 sizes: last checked Oct 15, 2026
- Ollama: Llama 3.2 sizes: last checked Oct 15, 2026
- LM Studio: system requirements: last checked Oct 15, 2026
- GPT4All: system requirements (GitHub): last checked Oct 15, 2026
Prices and plans change often. Always confirm on the official site before you buy.