Translate entire EPUB ebooks into 41 languages with AI, preserving chapters, images and formatting
Generative video models for animation
Stage
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Founded
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Based in
GB
US
Pricing model
Freemium
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Pricing
Free preview of first chapter. Per-book pricing determined by book length with fixed quote before translation starts. Subscribe monthly or buy Credit packs.
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Key features
Keep EPUB structure, chapters and table of contents
Consistent terminology with book-wide glossary
Bilingual and translation-only EPUB editions
Support for 41 target languages
Free preview of opening chapter
Fixed price quote before translation
Preserve images and formatting
Private file storage with automatic deletion
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
What makes it different
Whole-book translation that preserves EPUB structure instead of flattening text
Two download formats from single translation
Fixed pricing with no usage-based extra charges
Chapter summaries and glossary for consistency
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