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akanyaani (Abhay Kumar) · GitHub
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akanyaani/README.md

👋 Welcome to My GitHub Profile!

I'm Abhay Kumar, Principal Research Scientist at Yellow.ai, with a deep passion for training neural networks, particularly language models and large language models (LLMs). With over 8 years of experience in Data Science and NLP.

🌟 Highlights

  • Principal Research Scientist at Yellow.ai
  • Co-Author of Komodo LLM: An open-source, language-specific LLM for Indonesian.
  • 8+ years of experience in Data Science and NLP, with a focus on Language Modeling.

💡 Projects

  • Komodo LLM: A foundational large language model tailored for a specific language.
  • GPT2-TF: Implementation of GPT-2 in TensorFlow 2, recognized as the first repository for GPT-2 in TensorFlow 2.
  • miniLLama: A straightforward and compact implementation of the LLAMA Model, inspired by Andrej Karpathy's minGPT.

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  1. gpt-2-tensorflow2.0 gpt-2-tensorflow2.0 Public

    OpenAI GPT2 pre-training and sequence prediction implementation in Tensorflow 2.0

    Python 259 83

  2. ranknet-tensorflow2.0 ranknet-tensorflow2.0 Public

    Implementation of RankNet to LambdaRank in TensorFlow 2.0

    Python 40 7

  3. miniLLAMA miniLLAMA Public

    A simplified LLAMA implementation for training and inference tasks.

    Python 24

  4. minGPTF minGPTF Public

    A TF re-implementation of the Karpathy's minGPT (Generative Pretrained Transformer) training

    Python 6 1

  5. Illustrated_GPT2_With_Code Illustrated_GPT2_With_Code Public

    Explained GPT-2 Transformer model step by step with code.

    Jupyter Notebook 14 4

  6. Phrase_Extraction_Bi-LSTM Phrase_Extraction_Bi-LSTM Public

    Phrase Extraction using Bi Directional LSTM

    Python 11