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  • Hannover, Germany

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ademyanchuk/README.md

Hi, I'm Alexey 👋

I'm a Machine Learning researcher working at the intersection of ML and medical research.

Alongside my professional work, I build and experiment with large language models to better understand how they train and behave.

I'm particularly interested in:

  • LLM internals
  • Model interpretability and robustness

Building deep foundations, one token at a time.

Always happy to connect with researchers and engineers in the ML space.

📫 Reach me on LinkedIn

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  1. minbpeminbpePublic

    Educational reimplementation of Byte Pair Encoding (BPE) with regex tokenization, merge order control, and chunk-based encoding – inspired by Karpathy's minbpe.

    Jupyter Notebook

  2. gpt2-diygpt2-diyPublic

    From-scratch reproduction of GPT-2 following Andrej Karpathy's "Zero to Hero" series.

    Jupyter Notebook 1

  3. toksmithtoksmithPublic

    Naive-to-optimized BPE tokenizer — profiling-driven tweaks, parallel pre-tokenization, and smart merging for 7× faster training.

    Python

  4. llama2-rsllama2-rsPublic

    Inference Llama 2 in many files of pure? Rust (karpathy's llama.c port).

    Rust

  5. zcatzcatPublic

    Learn zig by implementing cat

    Zig

  6. MocoMocoPublic

    Moco contrastive unsupervised pretraining on Nih Chest X-Rays dataset.

    Python 2