deepmodeling/LAMBench

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A benchmark for Large Atomistic Models

Stars: 20
Forks: 11
Open beginner issues: 0
Indexed issues: 10
Avg merge: 30m
Merged PRs (30d): 4

Dominant language: Python
License: MIT
Last GitHub push: Sep 2, 2026
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

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10 open issues indexed

[Code scan] Package metadata allows incompatible Pydantic 1 installations Open

Difficulty 1/5 Under an hour Newbie friendliness 86/100

deepmodeling/LAMBench#443 · Opened Jun 30, 2026
[Code scan] Scatter plot reports latency under the efficiency field Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

deepmodeling/LAMBench#441 · Opened Jun 30, 2026
[Code scan] Missing NVE systems crash stability scoring instead of receiving the failure penalty Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

deepmodeling/LAMBench#440 · Opened Jun 30, 2026
[Code scan] Missing or failed inference-efficiency results can crash or change schema Open

Difficulty 2/5 Half a day Newbie friendliness 74/100

deepmodeling/LAMBench#439 · Opened Jun 30, 2026
[Code scan] Downstream aggregation drops domains instead of incomplete models Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

deepmodeling/LAMBench#438 · Opened Jun 30, 2026
[Code scan] Constant stacking-fault predictions can produce invalid derivative metrics Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

deepmodeling/LAMBench#437 · Opened Jun 30, 2026
[Code scan] Inference-efficiency expansion crashes when a structure exceeds the atom cap Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

deepmodeling/LAMBench#436 · Opened Jun 30, 2026
[Code scan] NEB zero failure rates are emitted as missing metrics Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

deepmodeling/LAMBench#435 · Opened Jun 30, 2026
[Code scan] Pressure task reports success_rate with the wrong denominator Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

deepmodeling/LAMBench#434 · Opened Jun 30, 2026
e3nn version Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

deepmodeling/LAMBench#58 · 1 comment · 1 reaction · Opened Feb 5, 2025

deepmodeling/LAMBench

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