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Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient

Parameters
35.8M
Published
Apr 24, 2024

Beyond ESM2: Graph-Enhanced Protein Sequence Modeling with Efficient is an AI model developed by Huazhong University of Science and Technology, Fudan University and Northwestern Polytechnical University (China), first published in April 2024. It works in the biology domain, on tasks such as protein or nucleotide language model (plm/nlm).

Epoch AI has no training-compute estimate for this model. The model has 35,800,000 parameters. It was trained on roughly 30.8M datapoints.

It is built on top of ESM2-35M. Epoch AI rates the confidence of this record as confident.

Full record
Organization
Huazhong University of Science and Technology, Fudan University, Northwestern Polytechnical University
Country of organization
China
Domain
Biology
Task
Protein or nucleotide language model (pLM/nLM)
Parameters
35,800,000
Dataset size
30.8M
Base model
ESM2-35M
Epoch confidence
Confident
SourceEpoch AI, 'AI Models'. Published online at epoch.ai. Retrieved 2026-07-29 from https://epoch.ai/data/ai-models. Licensed under CC BY 4.0.
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