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  • Paris
  • 16:49 (UTC +01:00)

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thibmonsel/README.md

I'm Thibault Monsel !

I completed my doctoral studies at INRIA/CNRS in Universite Paris Saclay and defended my PhD on December 20th 2024. Former master student at CentraleSupelec.

Author of torchdde: DDEs in Pytorch GitHub Repo stars

@dataclass
class About:
    location: Paris
    research: ScientificML = ["Optimisation", "Numerical Methods", "Deep Learning"]
    main_tools: Python = ["Pytorch", "JAX"]
    leisure : ["trailing", "skiing", "tennis"]
Highlights of my open source projects:

DDEs

  1. Integrating Neural DDEs in Pytorch torchdde.
  2. Integrating Neural DDEs in JAX diffrax, PR to be merged.

LLMs

  1. GPT2, Mamba & xLSTM implementation nanoLLM.
  2. Text Diffusion LLM implementation nanodLLM.

CUDA

  1. 100 days of building GPU kernels GPUSandbox.

Image generation

  1. VQ-VAE implementation vqvae
  2. VQ-GAN implementation taming_transformer

Pinned Loading

  1. torchdde torchdde Public

    Neural network compatible DDEs

    Python 13

  2. Time-and-State-Dependent-Neural-Delay-Differential-Equations Time-and-State-Dependent-Neural-Delay-Differential-Equations Public

    Associated code to ECAI Workshop ML meets DE 2024 paper - https://proceedings.mlr.press/v255/monsel24a.html

    Python 6 1

  3. nanodLLM nanodLLM Public

    Educational repo for Large Language Diffusion Model

    Python 6 1

  4. nanoLLM nanoLLM Public

    Personal implementation of GPT, Mamba and xLSTM in the same format as Kaparthy's nanoGPT

    Jupyter Notebook

  5. GPUSandbox GPUSandbox Public

    Repository to explore CUDA C programming language

    Cuda 1

  6. vqvae vqvae Public

    Reproducing VQ-VAE paper https://arxiv.org/pdf/2012.09841

    Python 1