Drug Discovery

MolGen-Lead

MolGen-Lead is a SYNTHETIC/DEMO drug discovery model for de novo lead-like molecule generation. Outputs are deterministic demo values — NOT for clinical use. Trained (synthetically) on de-identified sequence data.

Sequence Insilico BioFoundry License: CC-BY-4.0 v2.1.4 RTG 4.2 DL 7,084
SYNTHETIC DEMOAll outputs are deterministic demo data — not for clinical use, not real medical inference.

Metrics

MetricValueSplit
Validity0.87Synthetic hold-out
Calibration (ECE)0.025Synthetic
InputsOutputs
Target profileCandidate SMILES set

Run a synthetic prediction

Returns a deterministic synthetic result — clearly labeled, not for clinical use.

API integration

Call this model from your pipeline (demo — no real key required):

import requests
r = requests.post("https://api.biofoundry.ai/v1/models/bf-014-molgen-lead/predict",
    headers={"Authorization": "Bearer <API_KEY>"},
    json={"input": "<target profile>"})
print(r.json())  # -> synthetic demo prediction

See the API reference · JSON: /api/models/bf-014-molgen-lead

Version history

VersionStatusNotes
v2.1.0ArchivedSynthetic release note 0
v2.1.1ArchivedSynthetic release note 1
v2.1.2ArchivedSynthetic release note 2
v2.1.3ArchivedSynthetic release note 3
v2.1.4CurrentSynthetic release note 4

Community contributions: 17 synthetic contributors have submitted evaluations and fine-tunes.