LTX-2
Parameters
2.2B
Modality
Video
Auxiliary Parameters
160M
Architecture
Diffusion Transformer
License
OpenRAIL++
Release Date
10 Jan 2025
API Pricing (per 1M)
Self-hosted only
Hardware Sizing
Precision
Workload Memory: 4.27 GB
INT4 · 1024x1024
DiT Backbone Weights: 1.02 GB
VAE Decode Workspace: 0.75 GB
Runtime & Graphs: 2.50 GB
Minimum Required Hardware
1x NVIDIA L4 24GB
4.3 / 21.6 GB usable
1x RTX 3060 12GB
4.3 / 10.8 GB usable
Apple M4 24GB
4.3 / 18.0 GB usable
Determine requirements for your specific workload:
Open in VRAM Calculator
Architecture Diagram
About LTX-2
LTX-2 is a 2.2B parameter real-time video generation transformer by Lightricks, optimized for lower latency and improved prompt compliance in consumer hardware environments.
Technical Specifications
Attention
Attention Heads
32
Attention Head Dimension
128
Dimensions
Auxiliary Parameters
160M
Hidden Dimension Size
4,096
Number of Layers
48