Can AMD Radeon RX 7900 XT run LTX Video?

2B parameter Video Gen model on 20GB GDDR6

Yes — runs at full precision
~0.3-0.4 clips/min
SpeedFastest possible inference
QualityMaximum quality, no degradation
LTX Video works best with NVIDIA CUDA. Your AMD GPU may have limited or no support.

VRAM Requirements

LTX Video is a 2B parameter model. At full precision (FP16), it requires 10GB of VRAM. Your AMD Radeon RX 7900 XT has 20GB — enough to run it without any quantization.

FP16 (Full Precision)10GB (10GB free)

Maximum quality, no quantization

Q8 (8-bit)6GB (14GB free)

Near-lossless, ~50% size reduction

Q4 (4-bit)4GB (16GB free)

Good quality, ~75% size reduction

Your GPU VRAM: 20GB GDDR6 at 800 GB/s bandwidth
Recommended system RAM: 40GB DDR5 (2x GPU VRAM minimum for model overflow)

What This Means in Practice

AMD Radeon RX 7900 XT can run LTX Video at full precision for video generation. You can generate short video clips from text prompts or images at maximum quality. Video generation is very compute-intensive — expect each clip to take 30 seconds to several minutes depending on resolution and length.

AMD Radeon RX 7900 XT Specs

VRAM20GB GDDR6
Memory Bandwidth800 GB/s
TDP315W
CUDA CoresN/A
Street Price~$700
AI Rating4/10

About LTX Video

Lightricks' lightweight video generation model. Fast and efficient — the easiest video gen model to run locally. Generates 5-second clips. Quality is lower than larger models but runs on 8GB GPUs.

Category: Video Gen · Parameters: 2B · CUDA required: Recommended