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Sharon Zhou
@realSharonZhou
Recursively self-improving | VP Eng & AI, @AMD | Prev: Founder & CEO, Lamini. CS Faculty & PhD @Stanford. @Google. @Harvard | @MIT 35 under 35. Angel investor.
Stanford, CA
Joined November 2016
Posts
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    It's here: We just hit superhuman performance on AI kernel optimization! Real customer models & production settings. Not toy problems (what I typically see). This is the year that Claude writes its own kernels, Codex its own kernels, for every new GPU that it wants to run on --
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    I’m super excited to announce @LaminiAI, the LLM engine that gives every developer the superpowers that took the world from GPT-3 to ChatGPT! We make it easy to rapidly train custom LLMs from @OpenAI @EleutherAI @cerebras @databricks @huggingface @Meta lamini.ai/blog/introduci… 🧵
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    A course on finetuning LLMs coming to you!! So you can build your own private custom LLMs, eg. on @metaai Llama2 🚢 Ship your own LLM 🚢 Get shipped a stuffed llama (maybe) Sneak peek of us with 🦙s here:
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    I really wanted to illustrate long stories with Stable Diffusion! So, hacked together this pipeline: Long text -> GPT-3 suggests illustration ideas -> GPT-3 translates from English to "prompt-English" -> Stable Diffusion outputs images Open source 👇🏿
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    Only at a party in SF. The background music is a soundtrack of just “um” Friend: it’s actually all the ums Mark Zuckerberg said in his congressional hearing, extracted by my AI model
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    I'm honored to be in MIT Tech Review's 35 under 35! I remember when I was told "you'll never be technical: you like people too much" and "Maybe you should do business!" Motivated me for a decade or two. Had to prove them wrong. You can do both. 🧵
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    a dating app where ChatGPT runs simulations between you and other people, prompted by your dating profiles. then, it matches you if your conversations work out. okay that was a black mirror episode, but it could ~actually~ happen now, who's doing it
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    Excited to teach GANs @Stanford this winter! - Come 🎨 like Monet, without lifting a brush - Come visualize the effects of climate change w/ flood scenes of your🏘 - Come take creative risks & leave with something you've generated that you're proud of 🤩 cs236g.stanford.edu
    GIF
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    The more of an expert you are, the more you feel you’re “late to the party” when something new comes out. I felt late to AI in 2015, late to generative AI in 2017. Idk who needs to hear this but: it’s still just beginning. You’re not late at all. Come make some noise.
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    The only way to truly understand something is to build it. And debug the shit out of it.
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    Excited to announce a HUGE secret with @LisaSu: @LaminiAI has been building LLMs on @AMD GPUs *in production* for over the past year! We’ve made running LLMs on AMD super easy and a highly competitive option through our LLM Superstation, available now at ~10x lower cost than
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    My PhD Defense was successful!! 🎉 To quote my dad: So now you're Dr. Zhou... Junior. Thank you to my great committee: @AndrewYNg & @StefanoErmon & @msbernst & Ram Rajagopal & Ken Salisbury... & #StPatricksDay's luck
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    Super excited to announce Finetuning LLMs, a short-course made with my friend @AndrewYNg !! 🎉 By importing open-source @LaminiAI core & @huggingface & @PyTorch & @wandb, you can: ✅ Gain an expert's intuition behind finetuning* ✅ Understand how finetuning fits in vs.
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    I never really told this story, but my plan was to drop out of my @Stanford PhD to start a company. Like Larry & Sergey did for Google. But I got so enamored by the magic of generative AI, even back when it was outputting 💩, that the joke was I *failed to drop out*. I've now
    Replying to @TensorFlow
    🫱🏿‍🫲🏽Meet Sharon Zhou, our special guest this week discussing the power and interconnectedness of language as we dive into generative AI models, stable diffusion, large language models, and more ⬇️
    Headline text: "The Language of Machine Learning" with image of Sharon Zhou smiling with black hair and a white shirt.