[P] Small problems to test out transformers?

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • minGPT

    A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

  • Andrej Karpathy uses this task in his minGPT repo.

  • BERT-Transformer-Pytorch

    Basic implementation of BERT and Transformer in Pytorch in one short python file (also includes "predict next word" GPT task)

  • The task is described in the paper I linked (3.1, Task #1: Masked LM). Any implementation of BERT should use it, like this one.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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