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
Read moreVQ-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
Read moreProbabilistic Time Series Forecasting with 🤗 Transformers
Time series forecasting is an essential scientific and business problem and as such has also seen a lot of innovation recently with the use of deep learning based models
Read moreUsing Stable Diffusion with Core ML on Apple Silicon
Thanks to Apple engineers, you can now run Stable Diffusion on Apple Silicon using Core ML! This Apple repo provides conversion scripts and inference code based on 🧨 Diffusers, and we love it! To make it as easy as possible for you, we converted the weights ourselves and put the Core ML versions of the models in
Read moreDeep 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
Read moreFrom GPT2 to Stable Diffusion: Hugging Face arrives to the Elixir community
The Elixir community is glad to announce the arrival of several Neural Networks models, from GPT2 to Stable Diffusion, to Elixir. This is possible thanks to the just announced Bumblebee library, which is an implementation of Hugging Face Transformers in pure Elixir. To help anyone get started with those models, the team behind Livebook – a
Read moreIllustrating Reinforcement Learning from Human Feedback (RLHF)
This article has been translated to Chinese 简体中文 and Vietnamese đọc tiếng 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 […]
Read moreA Complete Guide to Audio Datasets
🤗 Datasets is an open-source library for downloading and preparing datasets from all domains. Its minimalistic API allows users to download and prepare datasets in just one line of Python code, with a suite of functions that enable efficient pre-processing. The number of datasets available is unparalleled, with all the most popular machine learning
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