CogVideoX 1.5 5B
Parameters
5B
Modality
Video
Auxiliary Parameters
4.86B
Architecture
Diffusion Transformer
License
Apache 2.0
Release Date
15 Oct 2024
API Pricing (per 1M)
Self-hosted only
Hardware Sizing
Precision
Workload Memory: 5.32 GB
INT4 · 1024x1024
DiT Backbone Weights: 2.33 GB
VAE Decode Workspace: 0.49 GB
Runtime & Graphs: 2.50 GB
Minimum Required Hardware
1x NVIDIA L4 24GB
5.3 / 21.6 GB usable
1x RTX 3060 12GB
5.3 / 10.8 GB usable
Apple M4 24GB
5.3 / 18.0 GB usable
Determine requirements for your specific workload:
Open in VRAM Calculator
Architecture Diagram
About CogVideoX 1.5 5B
CogVideoX 1.5 5B extends the CogVideoX architecture to 10-second duration and 1080p resolution, incorporating improved attention pooling and longer temporal sequence lengths.
Technical Specifications
Attention
Attention Heads
48
Attention Head Dimension
64
Dimensions
Auxiliary Parameters
4.86B
Hidden Dimension Size
3,072
Number of Layers
42