sean-diab/reviser-checkpoints

Reviser Checkpoints

This repository hosts pretrained checkpoint files for Reviser, a revision-capable text generation model.

Paper: Reviser: Revision-Capable Text Generation via Autoregressive Cursor Actions (arXiv:2609.20830)

Model parameters are published on Hugging Face at: https://huggingface.co/sean-diab/reviser-checkpoints

Checkpoints

• reviser_100m.pt
  Reviser 100M checkpoint.

• reviser_300m.pt
  Reviser 300M checkpoint.

Project Repository

Code, scripts, and paper materials are available here:
https://github.com/Sean-Diab/Reviser

Notes

• Checkpoints are provided in .pt format.
• Use the project repository for inference/training scripts, config files, and evaluation tooling.
• These checkpoints are intended for research and reproducibility.

Intended Use

Reviser is designed for research on non-left-to-right generation via edit actions (e.g., insert/move style decoding).

Limitations

• Performance depends on decoding setup and prompt distribution.
• Results may vary across hardware/software environments.
• These checkpoints are research artifacts, not production-hardened releases.

Citation

If you use these checkpoints, please cite the Reviser paper:

@misc{diab2026reviser,
  title          = {Reviser: Revision-Capable Text Generation via Autoregressive Cursor Actions},
  author         = {Sean Diab},
  year           = {2026},
  eprint         = {2609.20830},
  archivePrefix  = {arXiv},
  primaryClass   = {cs.CL},
  url            = {https://arxiv.org/abs/2609.20830}
}