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218 followers · 90 following

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Achievements

Achievement: QuickdrawAchievement: YOLOAchievement: Starstruckx3Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Highlights

  • Pro

Organizations

@IRS-Cybersec @elevenlabs

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152334H/README.md

whoami

I'm Sherman Chann (main), a Machine Learning Engineer at ElevenLabs.

If you'd like to chat, please contact me over twitter/discord/linkedin/email (username @ gmail).

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

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.

Pre-2022 era

Top Langs

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.

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  1. AUTOMATIC1111/stable-diffusion-webui AUTOMATIC1111/stable-diffusion-webui Public

    Stable Diffusion web UI

    Python 143k 27k

  2. huggingface/transformers huggingface/transformers Public

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    Python 135k 27.1k

  3. DL-Art-School DL-Art-School Public

    Forked from neonbjb/DL-Art-School

    TorToiSe fine-tuning with DLAS

    Python 218 113

  4. tortoise-tts-fast tortoise-tts-fast Public

    Forked from neonbjb/tortoise-tts

    Fast TorToiSe inference (5x or your money back!)

    Jupyter Notebook 790 180

  5. pwnscripts pwnscripts Public archive

    Very simple script(s) to hasten binary exploit creation

    Python 91 7

  6. ai-safety-foundation/sparse_autoencoder ai-safety-foundation/sparse_autoencoder Public

    Sparse Autoencoder for Mechanistic Interpretability

    Python 190 39