Shypd.aiThe largest open index of AI toolsProtTrans provides state-of-the-art pre-trained language models for proteins, trained on thousands of GPUs and TPUs using Transformer models. It supports various applications in bioinformatics and drug discovery, offering feature extraction, fine-tuning, and prediction capabilities.
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About
ProtTrans offers state-of-the-art pre-trained language models specifically designed for proteins. These models were developed using extensive computational resources, including thousands of GPUs from Summit and hundreds of Google TPUs, leveraging various Transformer architectures. The tool is invaluable for researchers in bioinformatics and drug discovery, providing functionalities such as feature extraction, fine-tuning of models for specific tasks, and making predictions related to protein structure and function. ProtTrans aims to support the bioinformatics community, including contributions to COVID-19 research, by regularly updating its repository with new pre-trained models and resources.
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