Free: 20 credits per day, no card required. Lite: $9/month with 1,000 credits per month. Starter: $19/month with 2,000 credits per month. Pro: $49/month with 6,000 credits per month. All prices in USD.
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
Video editing by natural language description
Automatic subtitle generation in multiple languages
Thumbnail creation from footage or text description
Audio transcription with word-level timing
Text-to-speech voiceover generation
Motion graphics and animated sequences
Document analysis and PDF processing
Live progress visibility
Video generation from text descriptions
Multi-platform access via web, iOS, and Android
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
Natural conversation interface instead of complex editing timelines
No watermarks on exported files
Privacy-first processing with no model training on user content
Linum
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