vimarsh/icml26081-capacity-results

Reproduction code & results — "A Capacity-Based Rationale for Multi-Head Attention" Independent reproduction of ICML 2026 paper #26081 (Micah Adler, arXiv:2509.22840, OpenReview rIbK1X14la). Source (self-contained reproduction library) capacity.py — idealized max-over-heads key-query attention model + permutation-graph RGR task + training/eval (Sec. 6 / App. A.1). theory_audit.py — numerical audit of the lower bound (Thm 9.2) and constructive upper bound (Alg. 1)… See the full description on the dataset page: https://huggingface.co/datasets/vimarsh/icml26081-capacity-results.

<iframe src="https://silytics.si/embed/item/f1e8e2d7-664d-4a05-bf34-093fa2a211e5" width="420" height="190" style="border:0" loading="lazy" title="Silytics entry"></iframe>

Silytics shows public metadata from Hugging Face and links to the original. Information may be incomplete or out of date. Last refreshed 19 October 2026. Licenses and terms of the original apply to the work itself. Not financial, legal or professional advice.