title

BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning

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BindGPT is a new framework for building drug discovery models that leverages compute-efficient pretraining, supervised funetuning, prompting, reinforcement learning, and tool use of LMs. This allows BindGPT to build a single pre-trained model that exhibits state-of-the-art performance in 3D Molecule Generation, 3D Conformer Generation, Pocket-Conditioned 3D Molecule Generation, posing them as downstream tasks for a pretrained model, while previous methods build task-specialized models without task transfer abilities.

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Nerfies, D-NeRF, NeRF

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