Can LTX Video 2B run on AMD Instinct MI300X 192GB?
YES — Runs Great
S90Excellent
LTX Video 2B needs ~12.0 GB VRAM. AMD Instinct MI300X 192GB has 192.0 GB.
| Precision | VRAM Needed | Status | Grade |
|---|---|---|---|
| FP16Best | 12.0 GB | Runs natively | S |
| FP8 | 14.1 GB | Runs natively | S |
12.0 GB required192.0 GB available
6% VRAM used
Parameters
2B
Precision
FP16
Max Resolution
1280×720
VRAM
12.0 GB / 192.0 GB
Gen Time
200ms/frame
Performance by workload
| Workload | Grade | Fit | VRAM | Per Frame |
|---|---|---|---|---|
| Short Clip | S | Runs natively | 12.0 GB | 200ms |
| Long Video | S | Runs natively | 32.5 GB | 300ms |
Video scenario compatibility
How LTX Video 2B (2B params) performs at each scenario on AMD Instinct MI300X 192GB (192.0 GB usable).
FP16 (full precision)
| Scenario | VRAM | AMD Instinct MI300X 192GB |
|---|---|---|
| 512×512 · 25 frames | 13.9 GB | S● |
| 768×512 · 25 frames | 12.0 GB | S● |
| 768×512 · 100 frames | 12.0 GB | S● |
| 1280×720 · 25 frames | 21.7 GB | S● |
FP8 (quantized — ~40% less VRAM)
| Scenario | VRAM | AMD Instinct MI300X 192GB |
|---|---|---|
| 512×512 · 25 frames | 12.0 GB | S |
| 768×512 · 25 frames | 14.1 GB | S |
| 768×512 · 100 frames | 20.4 GB | S |
| 1280×720 · 25 frames | 22.5 GB | S |
Memory breakdown
Required: 12.0 GBAvailable: 192.0 GB
Weights4.0 GB
VAE0.2 GB
Text Encoder9.4 GB
Activations6.0 GB
Overhead0.5 GB
Frequently asked questions
Can AMD Instinct MI300X 192GB run LTX Video 2B?
Yes, AMD Instinct MI300X 192GB can run LTX Video 2B for video generation. Runs natively.
How much VRAM does LTX Video 2B need?
LTX Video 2B (2B parameters) requires approximately 12.0 GB at FP16. AMD Instinct MI300X 192GB provides 192.0 GB.
What resolution and duration can LTX Video 2B produce on AMD Instinct MI300X 192GB?
On AMD Instinct MI300X 192GB, LTX Video 2B can generate video at up to 1280x720. Generation time is approximately 0.2 seconds per frame.
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<iframe src="https://willitrunai.com/embed/ltx-video-2-3-on-instinct-mi300x-192gb" width="400" height="180" frameborder="0" style="border:none;border-radius:12px;overflow:hidden;" title="Will It Run AI — fit result"></iframe>
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