Director of Machine Learning Insights [Part 4]

If you’re interested in building ML solutions faster visit: hf.co/support today! đź‘‹ Welcome back to our Director of ML Insights Series! If you missed earlier Editions you can find them here: 🚀 In this fourth installment, you’ll hear what the following top Machine Learning Directors say about Machine Learning’s impact on their respective industries: Javier Mansilla, Shaun Gittens, Samuel Franklin, and Evan Castle.    

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We are hiring interns!

Want to help build the future at — if we may say so ourselves — one of the coolest places in AI? Today we’re announcing our internship program for 2023. Together with your Hugging Face mentor(s), we’ll be working on cutting    

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VQ-Diffusion

Vector Quantized Diffusion (VQ-Diffusion) is a conditional latent diffusion model developed by the University of Science and Technology of China and Microsoft. Unlike most commonly studied diffusion models, VQ-Diffusion’s noising and denoising processes operate on a quantized latent space, i.e., the latent space is composed of a discrete set of vectors. Discrete diffusion models are less explored than their continuous counterparts and    

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Deep Learning With Proteins

I have two audiences in mind while writing this. One is biologists who are trying to get into machine learning, and the other is machine learners who are trying to get into biology. If you’re not familiar with either biology or machine learning then you’re still welcome to come along, but you might find it a bit confusing at times! And if    

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Illustrating Reinforcement Learning from Human Feedback (RLHF)

This article has been translated to Chinese 简体中文 and Vietnamese đọc tiáşżng việt. Language models have shown impressive capabilities in the past few years by generating diverse and compelling text from human input prompts. However, what makes a “good” text is inherently hard to define as it is subjective and context dependent. There are many applications such as writing stories where you want creativity, pieces of informative text which should be truthful, or code snippets that we want to be […]

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