HamiltonZero / datasets /README.md
Aleksei Ustimenko
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Datasets

All files use the public textbook convention

[ H=\sum_{i<j}S_i^T J_{ij}S_j+\sum_i h_i^T S_i,\qquad S=\sigma/2. ]

Sparse exchange terms are encoded as [i, j, J], where J is a scalar, a length-three diagonal, or a 3-by-3 matrix. Missing fields are zero. HamiltonZero expands this representation when loading a system.

train/foundation_5000.jsonl contains the 5,000 systems used by the released foundation checkpoint, with sizes from 2 to 64 spins. Each row includes the fixed WL1/FWL2 dispatch and, where available, e_ed in textbook energy units. There are 3,169 non-null exact-diagonalization references.

The N≥256 evaluation systems are:

File Physical spins Family
eval/ppp_ohno_n256.json 256 PPP–Ohno C128H130
eval/ppp_ohno_n512.json 512 PPP–Ohno C256H258
eval/ppp_ohno_n1024.json 1,024 PPP–Ohno C512H514
eval/rudy_n256.json 256 RUDY-12 MaxCut
eval/rudy_n512.json 512 RUDY-12 MaxCut
eval/rudy_n1024.json 1,024 RUDY-12 MaxCut
eval/j1j2_45x45_obc.json 2,025 square-lattice J1–J2
eval/triangular_42x42_pbc.json 1,764 triangular Heisenberg
eval/j1j2_64x64_obc.json 4,096 square-lattice J1–J2
eval/j1j2_90x90_obc.json 8,100 square-lattice J1–J2

Each evaluation record stores its fixed WL1 routing dispatch.

All stored couplings and reference energies use the textbook convention above. Padding is reconstructed in memory and is not stored as zero-valued sites.

These datasets are distributed under the repository Apache-2.0 license.