Transformer Model

BarkJupyter Notebook

A transformer-based text-to-audio model that generates realistic multilingual speech, music, and sound effects.

scGPTJupyter Notebook

A transformer-based foundation model pretrained on millions of single-cell profiles for generative AI tasks in single-cell multi-omics.

DNABERTPython

A pre-trained BERT model designed for DNA sequence analysis, enabling genome understanding tasks like classification and motif discovery.

Molecular TransformerPython

A sequence-to-sequence transformer model for predicting chemical reaction pathways (retrosynthesis) with uncertainty calibration.

AnkhPython

Ankh is a state-of-the-art protein language model for general-purpose protein modeling and engineering tasks.

MolGPTPython

A transformer-based model for unconditional and conditional molecular generation using GPT architecture trained on chemical datasets.

scPRINTJupyter Notebook

A large transformer foundation model for single-cell RNA sequencing data analysis, including gene network inference, denoising, and cell annotation.

CellPLMJupyter Notebook

A pre-trained language model for single-cell RNA sequencing data that encodes cell-cell relations and accelerates inference for downstream tasks.

Legend of ElyaC

A training pipeline to generate four distinct AI NPC personality weight bundles for a Zelda-style N64 game, enabling byte-level transformer inference on the console's CPU.