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LLM Thesis Toolkit 🧰

🧠 Fundamentals of ML

📖 Fundamentals of LLMs

👁‍🗨 Visualizations

🐱 Hands-on Tutorials

🚀 Advanced Topics

📚 Recommended Courses

🍃 Writing

🚦 Principles of Research

  • reproducibility: TODO

  • minimum experiment: TODO

  • benchmarks and baselines

  • evaluations

  • analyzing

🔐 Privacy & Security of LLMs

📑 Key Papers

🎥 Talks & Tutorials

🧩 Snippets

⚙️ Implementation

🗽 Models

📚 Datasets

  • EL-MIA: Entity-level memorization

  • Ai4Privacy

  • Hubble

  • Enron Corp. Emails

  • ECtHR: European Court of Human Rights

  • YAGO Biographies

About

Everything you need (and probably a bit you don’t) to survive your LLM thesis. From “what is a token?” to “please make it stop generating!” it’s all here. Good luck, brave soul.🤞

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