Massachusetts Institute of Technology

2 Posts

Animated flowcharts show how the ProtCNN AI model classifies proteins.
Massachusetts Institute of Technology

Protein Families Deciphered: Machine Learning Categorizes Proteins Based on Their Functions

Convolutional neural networks separate proteins into functional families without considering their shapes.
2 min read
Illustration of how different data split strategies partition the labelled data
Massachusetts Institute of Technology

Fine-Tune Your Fine-Tuning

Let’s say you have a pretrained language model and a small amount of data to fine-tune it to answer yes-or-no questions. Should you fine-tune it to classify yes/no or to fill in missing words — both viable approaches that are likely to yield different results?
3 min read

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