💻 Working on now

I enjoy work and my personal projects (open source) very much, and they keep me very busy. I am also trying to do other things with my life. My interests have recently shifted towards Large Language Models, but my statistics and symbolic background are still very relevant!

Sampling sequences with Large Language Models

I am convinced that the current way we generate sequences with Large Language Models is suboptimal. We can do much better than greedy search, multinomial sampling or beam search. I think that SMC steering is more promising.

Guided generation with Large Language Models

Optimizing inference time


I am also working on an Open Source library that provides guided generation, Outlines. It also helps me learn everything LLMs.

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