AI Potluck
Back to Gap Map Organization

Theodoris Lab

lab

Openness profile

1 product on the map — 1 open.

Geneformer

Openness

5 high confidence
5.0
weights
open(Apache-2.0 ungated V1-10M, V2-104M, and V2-316M checkpoints)
data
open(Genecorpus-30M and Genecorpus-104M published as Hugging Face datasets)
code
open(tokenization, DeepSpeed pretraining, fine-tuning, and in silico perturbation code in the model repository)
license
Apache-2.0(OSI)

Geneformer publishes the weights, both named pretraining corpora, and a pretraining script in one Apache-2.0 repository, which is the full from-scratch release the top rung asks for.