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license: mit
tags:
- reasoning
- puzzles
- sudoku
- maze
- test-time-search
- tiny-recursive-models
---
# ICS checkpoints
Checkpoints for ICS (Input-Conditioned Search; code: https://github.com/icsearch/ICS) and the baselines.
Paper: https://arxiv.org/abs/2610.18547 · Project page: https://icsearch.github.io
## Layout
`<model>/<task>/seed<k>/` holds `config.json` and `model.safetensors`.
## Loading
```python
from huggingface_hub import snapshot_download
root = snapshot_download(repo_id="hcshi/ICS", allow_patterns="trm/maze/seed0/*")
```
With the code installed, `python -m ics download --model trm --task maze --seed 0` writes the same folder to
`ckpt/trm/maze/seed0`.
## Citation
```bibtex
@article{shi2026ics,
title = {Input-Conditioned Search for Efficient Test-Time Scaling of Recursive Reasoners},
author = {Haochen Shi and Tianwen Fu and Qianggang Ding and Yinhan Lu and Yizhan Li and Huan Zhang and Yajie Zhao and Xingdi Yuan and Hengyang Lu and Bang Liu},
journal = {arXiv preprint arXiv:2610.18547},
year = {2026}
}
```
## License
MIT.
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