| 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. | |