local intelligence

can it run

Can the RTX 5080 (16GB) run FLUX dev fp8?

NO

No. 16GB of memory can't hold the 29GB working set this model needs. A smaller quant or a bigger machine is required.

~21–33 tok/s

weights 23GB + KV cache 2GB at 4k context vs ~16GB usable → no. 25.0 GB vs 16 GB usable — does not fit

computed roofline: 960 GB/s × 0.50–0.80 efficiency window / 23.0GB (Q4_K_M) — bands, never points.

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Specs

model file23GB (GGUF Q4_K_M)
minimum memory29GB working set
this machine16GB GDDR7
paramsdev fp8
licenseflux-dev-nc / apache schnell
price$1400

Run it

model files: hugging face ↗

easy run: no stock runtime yet

Alternatives

Mac mini M5 Pro (64GB) — cheapest machine that runs it ($1669)

every model the RTX 5080 (16GB) can run — full list

rtx-5090 — the next step up from this machine's GPU

Buy

Amazon ↗ · Newegg ↗ · Amazon ↗ (affiliate)

2026-09-17 · ← all models on the RTX 5080 (16GB) · ← full hardware catalog · prices verified at source, may drift