local intelligence

can it run

Can the GTX 1080 Ti (11GB, used) run gemma3 4B?

YES

Comfortably. 11GB of memory against a 5GB working set leaves headroom for context, the OS, and anything else you're running.

~41–73 tok/s

weights 3.3GB + KV cache 0.53GB at 4k context vs ~11GB usable → full. 3.8 GB needed of 11 GB usable — headroom for context

computed roofline: 484 GB/s × 0.28–0.50 efficiency window / 3.3GB (Q4_K_M) — bands, never points. Small models (under ~4.5B) run BELOW these bands — kernel-launch overhead keeps them from saturating bandwidth (measured against community medians, 09-06).

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Specs

model file3.3GB (GGUF Q4_K_M)
minimum memory5GB working set
this machine11GB GDDR5X, 484 GB/s
params4B
licensegemma
price$275

Run it

model files: hugging face ↗

easy run: ollama pull gemma3:4b

runs with: ollama · llama.cpp · koboldcpp · lm studio

Alternatives

every model the GTX 1080 Ti (11GB, used) can run — full list

RTX 3090 (24GB, used) — upgrade path machine

Buy

eBay (used) ↗ · Amazon ↗

2026-09-17 · ← all models on the GTX 1080 Ti (11GB, used) · ← full hardware catalog · prices verified at source, may drift