ZymCTRL

PaperCodeProduction Ready

Conditionally generate artificial enzymes

Readiness

Readiness: Production Ready
Smoke: passed
Artifacts: passed
Production: production_ready_real_zymctrl_shared_sif_slurm_validated
Storage: <5 incremental; shared HF cache/model runtime reused
Strategy: Production Ready via shared python312_slim.sif plus mrnabert_runtime_py312_site and shared Hugging Face cache under /media/nik/seagate_nik/bio_server/cache/huggingface.
Next: Ready for user-facing frontend submission. Optional hardening: add richer EC/prompt validation, batch generation controls, and a longer benchmark panel.

2026-07-17T13:13:16+08:00 SOP Need >5GB batch: promoted to Production Ready. Implemented real ZymCTRL adapter in cluster_tools/cpu_tools.py and runner/registry mappings. Direct backend probe loaded AI4PD/ZymCTRL from shared HF cache and generated MKAAVVTQDHQV from prompt 1.1.1.1<sep><start>. Real runner API/Slurm job 689bf6d98664 / Slurm 814 completed with summary.json, results.csv, generated_sequences.fasta, zymctrl_metadata.json, slurm logs; runtime 7.396s after cache warmup; artifacts verified.