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  1. gpt-from-scratch gpt-from-scratch Public

    A GPT-style language model(equivalent to Chatgpt_2) built entirely from scratch to study the mathematical foundations of LLMs.

    Python

  2. bpe-tokenizer-from-scratch bpe-tokenizer-from-scratch Public

    A GPT-4 compatible BPE tokenizer built from scratch. Inspired by Andrej Karpathy's minbpe.

    Python

  3. lstm_TextGenerator_from_scratch lstm_TextGenerator_from_scratch Public

    A fully from-scratch multi-layer LSTM character-level text generator implemented without using nn.LSTM. Includes manual gate computations, custom dataset, training loop, and autoregressive generation.

    Jupyter Notebook

  4. lstm_from_scratch lstm_from_scratch Public

    A character-level LSTM language model built from scratch in PyTorch. Includes custom multi-layer LSTM implementation, training loop with tqdm, autoregressive text generation, and full code explanat…