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  • LightOn
  • France
  • 07:01 (UTC +02:00)
  • X @staghado

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staghado/README.md

Hello there 👋

Machine Learning Engineer @ LightOn

  • 🚀 LightOnOCR (v1, v2, v3): state-of-the-art, efficient OCR models developed with large-scale training and RLVR. V3 comes in 0.8B, 1B, and 4B sizes.
  • 🏗️ ModernBERT, contributed to architecture design, training and eval (ACL 2025)
  • 🌐 ArabicWeb24, a 39B token Arabic corpus for LLM training
  • 🛠️ vit.cpp, a lightweight C++ inference engine for Vision Transformers using GGML
  • 💬 Interested in Optimization, Efficient Inference, GPU Kernels, Distributed Training, Reinforcement Learning (RL)
  • 🎓 Engineering degree in maths and machine learning from École Centrale de Lyon
  • 📫 Reach me: [email protected]

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++ 321 28

  2. AnswerDotAI/ModernBERT AnswerDotAI/ModernBERT Public

    Bringing BERT into modernity via both architecture changes and scaling

    Python 1.8k 153

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

    Better Live Text for MacOS

    Shell 36 4

  4. better-live-audio better-live-audio Public

    Better Audio Transcription for MacOS

    Shell 3

  5. lightonai/docduck lightonai/docduck Public

    Synthetic document pages with ground-truth text and per-block bounding boxes.

    Python 5 1