Bio Mega Server

Dashboard Workspace Tools Jobs

GPU backend: Boltz-2 submits through the Slurm/Singularity runner adapter. Other tools stay visible until their adapters are configured.

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Finetuning and Active Learning

SaProt Finetuning

5-30 minutesPaperCodeNeed >5GB

SaProt finetuning

Details Paper Code

Job Name

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EXAMPLES

CSV File *Sequence Column *Property Column *

Base Model *EpochsLearning Rate

Tamarind API type: saprot-finetune.

Readiness

Readiness: Need >5GB
Smoke: passed
Artifacts: passed
Production: not_started
Storage: >5
Strategy: large shared SIF/database/model bundle phase
Next: Defer to large-model/database phase or allow larger shared storage bundle.

large protein language model weights likely >5GB

NOS

Generate antibodies optimized for a given property

Finetuning and Active Learning

Finetune Protein Language Model

Protein sequence property prediction finetuning

Finetuning and Active Learning

Finetune BALM

Protein-ligand binding affinity prediction finetuning

Finetuning and Active Learning

ProteusAI

ML-assisted Directed Evolution

Finetuning and Active Learning

ProGen2 Finetuning

Finetune generative protein language model

Finetuning and Active Learning