Can AMD Radeon RX 9070 XT run FLUX.1 Dev?

12B parameter Image Gen model on 16GB GDDR6

Yes — runs at 8-bit quantization
~2.5-3.5 img/min
SpeedFast inference, near-native speed
QualityNear-lossless — virtually identical to FP16
FLUX.1 Dev works best with NVIDIA CUDA. Your AMD GPU may have limited or no support.

VRAM Requirements

FLUX.1 Dev is a 12B parameter model. At full precision (FP16), it requires 32GB of VRAM. Your AMD Radeon RX 9070 XT has 16GB, so you'll need to quantize it to 8-bit (Q8) to fit.

FP16 (Full Precision)32GB (need 16GB more)

Maximum quality, no quantization

Q8 (8-bit)16GB (0GB free)

Near-lossless, ~50% size reduction

Q4 (4-bit)10GB (6GB free)

Good quality, ~75% size reduction

Your GPU VRAM: 16GB GDDR6 at 650 GB/s bandwidth
Recommended system RAM: 32GB DDR5 (2x GPU VRAM minimum for model overflow)

What This Means in Practice

FLUX.1 Dev at 8-bit precision on AMD Radeon RX 9070 XT produces images virtually identical to full precision. Generation speed is fast and you'll have some VRAM headroom for larger batch sizes or higher resolutions.

How to Set It Up

Step 1: Install ComfyUI

git clone https://github.com/comfyanonymous/ComfyUI.git && cd ComfyUI && pip install -r requirements.txt

ComfyUI is the recommended UI for Stable Diffusion and FLUX models.

Step 2: Download the model

Download FLUX.1 Dev weights from HuggingFace and place them in ComfyUI/models/. The model is approximately 32GB at full precision.

Step 3: Launch and generate

python main.py

Open http://localhost:8188 in your browser. You can use the full precision weights.

AMD Radeon RX 9070 XT Specs

VRAM16GB GDDR6
Memory Bandwidth650 GB/s
TDP300W
CUDA CoresN/A
Street Price~$580
AI Rating4/10

Other Image Gen Models on AMD Radeon RX 9070 XT

About FLUX.1 Dev

State-of-the-art image generation. 16GB comfortable at FP8.

Category: Image Gen · Parameters: 12B · CUDA required: Recommended