What GPU do I need to run UnfilteredAI/NSFW-flash?

2.2B parameters, published in F16. View on Hugging Face

2.2B
Parameters
F16
Native precision
StableLmForCausalLM
Architecture
text-generation
Pipeline

NSFW-flash is published by UnfilteredAI on Hugging Face, with 11,267 downloads and 59 likes to date. It's a StableLmForCausalLM model built for text-generation, published natively in F16.

VRAM required & cheapest live GPU fit

Required VRAM = weight size at each precision, plus a fixed overhead for KV-cache, activations, and fragmentation. Full formula and assumptions: methodology.

PrecisionWeight sizeRequired VRAMCheapest live fitGPUs neededEst. $/hr (full fit)
FP164.2 GB5.0 GBV1001$0.088/hr
FP8 (quantized)2.1 GB2.5 GBRTX 4070 Super1$0.121/hr
INT4 (quantized)1.0 GB1.3 GBRTX 4070 Super1$0.121/hr

A GPU is only matched to a row if its hardware supports that precision, and the primary recommendation is always a single-GPU fit when one exists.

INT4 requires a quantized checkpoint actually published for this model, check its Hugging Face page before relying on this row.

Cheapest way to run NSFW-flash at its published (F16) precision: 1× V100, at $0.088/hr per GPU ($0.088/hr total). Quantizing to FP8 or INT4 (rows above) can cost less, but requires a compatible quantized checkpoint to exist for this model.

NSFW-flash: common questions

How much VRAM does NSFW-flash need?

5.0 GB at FP16, 2.5 GB at FP8 (quantized), 1.3 GB at INT4 (quantized). All of those sit under 6 GB, the smallest capacity this page reasons about, so VRAM is not what limits where this model runs. The 4.2 GB of weights plus inference overhead is the whole requirement.

How many copies of NSFW-flash fit on one V100?

3, by VRAM alone. That card carries 16.0 GB and one copy needs 5.0 GB at FP16, on a live rate of $0.088/hr for the whole card. Throughput is not modelled here, so 3 copies is not 3 times the requests served.

Weight-to-VRAM math, the fit rules, and how live prices are normalized: full methodology.

More UnfilteredAI models

All 2 UnfilteredAI models: VRAM and GPU requirements

Related reading: V100 pricing and specs, and The best GPUs for AI, ranked.

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