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whoami

I'm Sherman Chann (main), a former infosec/SWE guy currently working as a Machine Learning Engineer at ElevenLabs.

Top Langs

I have predominantly worked on LLMs for the past 2 years, and my knowledge in other areas is atrophied/irrelevant by now.

Rough breakdown of my experience (or lackthereof) coverage

  • obvious basic knowledge (hf familiarity, basic finetuning, gpu poor tricks, inference engines, evals)
  • small-scale pretraining ("0-499" GPUs), mostly in pure pytorch / with transformerengine.
  • a little bit more MoE knowledge than average

If you'd like to chat, please contact me over twitter/discord/email. No links will be provided.

Do not contact me for audio-related discussions; I obviously cannot say anything useful in that sector.

Pre-2022 era

If you're interested in the work I was doing (webdev, CTF, general software engineering, competitive programming, game dev, etc) prior to 2022, you can read a more comprehensive account at my about page.

If you are interested in how I pivoted to ML, see here.

152334H's Projects

advent icon advent

code snippets for Advent of Code 2018

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

bigvgan icon bigvgan

Official PyTorch implementation of BigVGAN (ICLR 2023)

ctf_xinetd icon ctf_xinetd

A docker repository for deploying pwnable challenges in CTF

ctn-webapp icon ctn-webapp

Refactored ControllableTalkNet with Flask/uwsgi

ebook-converter icon ebook-converter

Commandline tool for converting between several e-books formats, based on Calibre project.

exercises icon exercises

kattis, leetcode, and other CP-adjacent problems

helsinki icon helsinki

code for my attempt of https://fullstackopen.com/en/

loveit icon loveit

LoveIt, modified for personal use

modula icon modula

Scalable neural net training via automatic normalization in the modular norm.

ms-amp icon ms-amp

Microsoft Automatic Mixed Precision Library

pwnscripts icon pwnscripts

Very simple script(s) to hasten binary exploit creation

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