▲ local intelligence

can it run

Can the RTX 5070 Ti (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.

~23–31 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: 896 GB/s × 0.60–0.80 efficiency window / 23.0GB (Q4_K_M) — bands, never points.

→explore the full catalog91 machines indexed · live prices · what each one can run

Specs

model file23GB (GGUF Q4_K_M)
minimum memory29GB working set
this machine16GB GDDR7, 896 GB/s
paramsdev fp8
licenseflux-dev-nc / apache schnell
price$900

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 5070 Ti (16GB) can run — full list

→ rtx-5080 — the next step up from this machine's GPU

Buy

Amazon ↗ (affiliate) · Amazon ↗ (affiliate)

2026-10-01 · ← all models on the RTX 5070 Ti (16GB) · ← full hardware catalog · prices verified at source, may drift