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  • LightOn
  • France
  • 06:16 (UTC +01:00)
  • X @staghado

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staghado/README.md

Hello there πŸ‘‹

Machine Learning Engineer @ LightOn

  • πŸš€ LightOnOCR, a family of efficient 1B end-to-end OCR VLMs β€” v2 achieves SOTA on OlmOCR-Bench while being 9Γ— smaller and up to 5Γ— faster than competing approaches
  • πŸ—οΈ ModernBERT, contributed to architecture design, training and eval (ACL 2025)
  • 🌐 ArabicWeb24, a 39B token Arabic corpus for LLM training
  • πŸ› οΈ vit.cpp, a lightweight C++ inference engine for Vision Transformers using GGML
  • πŸ’¬ Interested in Vision Language Models, Vision Transformers, LLM Pre-training, State-Space Models, Optimization, Code Generation, Efficient Inference, Quantization, GPU Kernels, Distributed Training, RL
  • πŸŽ“ Engineering degree in maths and machine learning from Γ‰cole Centrale de Lyon
  • πŸ“« Reach me: taghadouinisaid@gmail.com

Tech Stack

Linux Python PyTorch Git Bash C++ Triton

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  1. vit.cpp vit.cpp Public

    Inference Vision Transformer (ViT) in plain C/C++ with ggml

    C++ 307 27

  2. AnswerDotAI/ModernBERT AnswerDotAI/ModernBERT Public

    Bringing BERT into modernity via both architecture changes and scaling

    Python 1.6k 140

  3. better-live-text better-live-text Public

    Better Live Text for MacOS

    Shell 33 4

  4. fourier-draw fourier-draw Public

    Draw any shape from an image by Fourier transform using only Matplotlib.

    Jupyter Notebook 8 3