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Expanding your horizon,

one shot at a time

In each shot we'll dive into a different data science challenge, demonstrating tools, concepts and methodologies.

So what's a shot? It's a single video shot that starts with an empty Jupyter Notebook, and finishes with a working solution.

Join the learning!

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Shot #

19

Paper to Code - Stealing the Hidden Dimension of a Private LLM

The big research labs guard their monstrous LLMs like treasure, but we’re here to play Robin Hood! 🏹 In this paper-to-code shot, we’ll implement part of an ICLR 2024 Best Paper and steal one of the model's best-kept secrets: the hidden dimension. This hyperparameter is the backbone of modern LLMs, and guess what? It’s ridiculously easy to steal - we did it in under 30 minutes! So, grab your hood and join us on this bold and thrilling coding adventure. Let’s make LLMs a little less secretive!

Past Live Events

The Hosts

Yoel Zeldes

Algorithm Developer

  • LinkedIn
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Almost two decades of experience as a software engineer and algorithm developer in various domains, including NLP, recommender systems, vision, and cybersecurity.

I am passionate about good quality code, interesting ideas and sophisticated algorithms. I love encountering elegant equations while trying to solve real-life problems.

Shuki Cohen

Data Scientist

  • LinkedIn
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Seasoned Data Scientist with an emphasis on NLP, classical ML, visualization and experimentation.

 

Driven by great passion for the field, I am inspired by unintuitive insights and inferences made by smart algorithms. In my talks, I try to convey my typical spirit and enthusiasm while delivering crisp takeaways.

You can contact us at
oneshotlearningchannel@gmail.com

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