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kwonmha/README.md

๐Ÿ‘‹ Hi, Iโ€™m @kwonmha

  • I'm working as a researcher at AI Center of Samsung Life Insurance.

๐Ÿ‘€ Iโ€™m interested in

  • NLP, including Language Modeling and Represenation Learning
  • And also ML, Recommend system

๐ŸŒฑ Iโ€™m currently working on

  • Fine-tuning and serving large language model
  • Retrieval augmented generation(RAG)

๐Ÿ“ซ How to reach me [email protected]

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  1. bert-vocab-builder bert-vocab-builder Public

    Builds wordpiece(subword) vocabulary compatible for Google Research's BERT

    Python 226 47

  2. Improving-RNN-recommendation-model Improving-RNN-recommendation-model Public

    Applied weight tying technique to RNN based recommendation model. Implemented with Tensorflow and Keras.

    Python 53 13

  3. Bidirectional-LSTM-with-attention-for-relation-classification Bidirectional-LSTM-with-attention-for-relation-classification Public

    Python 32 15

  4. Convolutional-Recurrent-Neural-Networks-for-Relation-Extraction Convolutional-Recurrent-Neural-Networks-for-Relation-Extraction Public

    Tensorflow Implementation of Convolutional Recurrent Neural Networks for Relation Extraction

    Python 3 2

  5. bert-multigpu-fp16-tf1 bert-multigpu-fp16-tf1 Public

    speed test of bert on tf1.x with multi gpus and mixed precision

    Python 3

  6. XOR-gate-from-scratch XOR-gate-from-scratch Public

    Python implementation of simple neural networks for XOR gates.

    Python 1