Can AMD Radeon RX 6800 XT run HunyuanVideo?

13B parameter Video Gen model on 16GB GDDR6

Yes — runs at 4-bit quantization
~0.1-0.2 clips/min
SpeedModerate speed, usable for interactive chat
QualityGood quality with slight degradation on complex reasoning
HunyuanVideo works best with NVIDIA CUDA. Your AMD GPU may have limited or no support.

VRAM Requirements

HunyuanVideo is a 13B parameter model. At full precision (FP16), it requires 40GB of VRAM. Your AMD Radeon RX 6800 XT has 16GB, so you'll need to quantize it to 4-bit (Q4) to fit.

FP16 (Full Precision)40GB (need 24GB more)

Maximum quality, no quantization

Q8 (8-bit)22GB (need 6GB more)

Near-lossless, ~50% size reduction

Q4 (4-bit)14GB (2GB free)

Good quality, ~75% size reduction

Your GPU VRAM: 16GB GDDR6 at 512 GB/s bandwidth
Recommended system RAM: 32GB DDR5 (2x GPU VRAM minimum for model overflow)

What This Means in Practice

At 4-bit precision, HunyuanVideo fits in AMD Radeon RX 6800 XT's VRAM but video quality may show artifacts, especially in motion consistency and fine details. Generation times will be longer. Usable for experimentation, but a GPU with more VRAM will produce noticeably better results.

AMD Radeon RX 6800 XT Specs

VRAM16GB GDDR6
Memory Bandwidth512 GB/s
TDP300W
CUDA CoresN/A
Street Price~$320
AI Rating2/10

About HunyuanVideo

Tencent's text-to-video model. Generates high-quality 5-10 second video clips. One of the best open-source video generators available. Needs significant VRAM — 24GB+ recommended.

Category: Video Gen · Parameters: 13B · CUDA required: Recommended