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Achievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: StarstruckAchievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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Saibo-creator/README.md

Hi there 👋

  • 🎓 I’m currently a PhD student in CS at EPFL Data Science Lab
  • 🌱 My research interest is reliable and controllable LLM generation via constrained decoding
  • 🤗 I contribute to the open-source community in my spare time.
  • 🔬 I’m always looking for motivated master's students interested in my research
  • 📫 How to reach me: if you want to work with me on a semester project or master thesis, have a look at openings and feel free to drop an email

My Open Source Projects on Github

  • Transformers-CFG: A library to extend Huggingface Transformers with constrained decoding methods for LLM
  • Awesome-LLM-Constrained-Decoding: A curated list of papers and resources on constrained decoding methods for LLM
  • JsonSchemaBench: The first systematic investigation into the performance of constrained decoding frameworks for LLM

Pinned Loading

  1. guidance-ai/jsonschemabench Public

    Python 19 5

  2. epfl-dlab/transformers-CFG Public

    🤗 A specialized library for integrating context-free grammars (CFG) in EBNF with the Hugging Face Transformers

    Python 110 18

  3. Awesome-LLM-Constrained-Decoding Public

    A curated list of papers related to constrained decoding of LLM, along with their relevant code and resources.

    172 4