dashzero/magiv3-onnx-mobile

MagiV3 ONNX Mobile Export

This folder contains community-converted ONNX artifacts for mobile/runtime experimentation.

Credit and Attribution

This conversion is based on the original Magi research and model development by Ragav Sachdeva and Andrew Zisserman (with co-authors where applicable).
All core model architecture, training, and research contributions belong to the original authors.

Original Hugging Face model/repository:

• https://huggingface.co/ragavsachdeva/magiv3

Important Note

These are converted/exported files only (ONNX + tokenizer + external data shards).
This is not an official release from the original authors.

For this export, you must keep all files together in the same model directory:

• magiv3-forward.onnx
• tokenizer.json
• all model.* shard files

If any shard file is missing, ONNX Runtime loading will fail.

Citations

@InProceedings{magiv1,
    author    = {Sachdeva, Ragav and Zisserman, Andrew},
    title     = {The Manga Whisperer: Automatically Generating Transcriptions for Comics},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
    month     = {June},
    year      = {2024},
    pages     = {12967-12976}
}

@InProceedings{Sachdeva_2024_ACCV,
    author    = {Sachdeva, Ragav and Shin, Gyungin and Zisserman, Andrew},
    title     = {Tails Tell Tales: Chapter-wide Manga Transcriptions with Character Names},
    booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV)},
    month     = {December},
    year      = {2024},
    pages     = {2053-2069}
}

@misc{sachdeva2025panelsprosegeneratingliterary,
      title={From Panels to Prose: Generating Literary Narratives from Comics},
      author={Ragav Sachdeva and Andrew Zisserman},
      year={2025},
      eprint={2503.23344},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2503.23344},
}

License

Please follow the original model/repository license and usage terms from:

• https://huggingface.co/ragavsachdeva/magiv3