local intelligence

can it run

Can the GTX 1080 Ti (11GB, used) run FLUX schnell fp8?

NO

No. 11GB of memory can't hold the 22GB working set this model needs. A smaller quant or a bigger machine is required.

~8–14 tok/s

weights 17GB + KV cache 2GB at 4k context vs ~11GB usable → no. 19.0 GB vs 11 GB usable — does not fit

computed roofline: 484 GB/s × 0.28–0.50 efficiency window / 17.0GB (Q4_K_M) — bands, never points.

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Specs

model file17GB (GGUF Q4_K_M)
minimum memory22GB working set
this machine11GB GDDR5X, 484 GB/s
paramsschnell fp8
licenseflux-dev-nc / apache schnell
price$275

Run it

model files: hugging face ↗

easy run: no stock runtime yet

Alternatives

Mac mini M4 (32GB) — cheapest machine that runs it ($999)

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