AllMetal3D

30-60 minutesPaperCodeNeeds Token/License

Add metal ions to protein

Readiness

Readiness: Needs Token/License
Smoke: passed
Artifacts: passed
Production: needs_token_license
Storage: <5
Strategy: compiled/binary SIF or shared python312_slim + ext3 overlay
Next: Obtain/stage required AllMetal3D model weights and build a CUDA PyTorch shared container, then rerun a real benchmark through Slurm.

No obvious large model/database dependency identified; validate upstream docs before install. Worker 1 evidence 2026-07-01: source https://github.com/lcbc-epfl/allmetal3d revision 245946b staged at /media/nik/seagate_nik/bio_server/tools/allmetal3d, 26MB source. Shared-SIF pip install was stopped due long Gradio/FastAPI backtracking. Upstream import/run path requires CUDA-visible PyTorch and three Hugging Face .pth weights before a real benchmark; no Slurm benchmark run yet.