What GPU do I need to run orcarouter/Qwen3.8-Flash-Next-Uncensored-MLX?

71.3B parameters, published in BF16. View on Hugging FaceGated

Set up Qwen3.8-Fla…t-Uncensored-MLX
71.3B
Parameters
BF16
Native precision
Qwen4ExpForConditionalGeneration
Architecture
image-text-to-text
Pipeline

Qwen3.8-Flash-Next-Uncensored-MLX is published by orcarouter on Hugging Face, with 481 downloads and 43 likes to date. It's a Qwen4ExpForConditionalGeneration model built for image-text-to-text, published natively in BF16, and gated: you'll need to accept the model's terms on Hugging Face before downloading weights.

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.

Precision
Weight size
Required VRAM
Cheapest live fit
GPUs needed
Est. $/hr (full fit)
BF16
132.8 GB
159.4 GB
RTX 3090 (simplepod)
7
$1.12/hr
FP8 (quantized)
66.4 GB
79.7 GB
RTX PRO 6000 (simplepod)
1
$1.59/hr
cheaper alt.
RTX 4080 (akash)
5
$0.787/hr
INT4 (quantized)
33.2 GB
39.8 GB
A40 (runpod)
1
$0.440/hr
cheaper alt.
RTX 3070 (simplepod)
5
$0.250/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 Qwen3.8-Flash-Next-Uncensored-MLX at its published (BF16) precision: 7× RTX 3090 on simplepod, at $0.160/hr per GPU ($1.12/hr total). Quantizing to FP8 or INT4 (rows above) can cost less, but requires a compatible quantized checkpoint to exist for this model.

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

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