AI meme video generator for vertical shorts with cartoon characters on real streets
Stage
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Founded
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Based in
US
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Pricing model
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Paid
Pricing
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Single: $5.99 USD (1 credit, about one standard 8s 720p clip); Pack 5: $24.99 USD (5 credits, about 5 standard 8s 720p clips, ≈$5.00/clip); Pack 20: $79.99 USD (20 credits, about 20 standard 8s 720p clips, ≈$4.00/clip). 1 credit = one standard 8s 720p clip. 0.5 credit = 8s 480p draft or one Compose
Key features
Pyramid-JiT (P-JiT) architecture with 32×32 token reduction
4× more aggressive token reduction than Linum v2
Converges in 11× fewer samples than Linum v2
2B-parameter model with frozen Qwen text encoder
Pixel-space diffusion with multi-resolution readouts
PixelREPA alignment with DINOv3-L
Curriculum learning over noise schedule
Locked street templates with preset cameras and scenes
Original character packs or upload your own
Vertical 9:16 clips for TikTok, Reels, and YouTube Shorts
Video Character Swap to replace people with cartoon characters
Compose 9:16 stills from scene and character packs
Pay-per-clip credits with no monthly subscription
480p draft mode for cheap iteration before 720p final render
Powered by ByteDance Seedance 2.5
Commercial posting rights for generated clips
Downloadable MP4 clips without watermark
What makes it different
Low-cost training: full 2B model trained for just $21K in compute
Controls baked into model training rather than post-hoc fine-tuning
Pixel-space compression without separate VAE bottleneck
Apache 2.0 open release with full model weights and code
Guided template-based workflow requiring no filmmaking or editing skills
Franchise-safe original character packs avoid copyright and trademark issues
Pay only for clips you generate, no monthly lock-in
Ready-to-post vertical clips optimized for social platforms
Linum
Cartoon in the Hood