GNoME for crystal discovery

Parameters

16.2M

Published

Nov 29, 2023

GNoME for crystal discovery is an AI model developed by Google DeepMind (United States), first published in November 2023. It works in the materials science domain, on tasks such as crystal discovery.

Epoch AI has no training-compute estimate for this model. The model has 16,240,000 parameters. It was trained on roughly 69K datapoints. Training ran on 4 Google TPU v4.

Access: Unreleased. Its weights are not openly released. Epoch AI rates the confidence of this record as likely.

Full record

Organization: Google DeepMind
Country of organization: United States
Domain: Materials science
Task: Crystal discovery
Parameters: 16,240,000
Dataset size: 69K
Training hardware: Google TPU v4
Chips used: 4
Training power draw: 2.7 kW
Model accessibility: Unreleased
Open weights: No
Epoch confidence: Likely