AI
Learning with not Enough Data Part 3: Data Generation
A common problem in machine learning is having too little training data. This article discusses two approaches to generating synthetic data for traini...
AI
AI
Hierarchical text-conditional image generation with CLIP latents
OpenAI has developed a method for generating images based on text prompts, using the CLIP model's latent space. This approach allows for more nuanced ...
AI
Measuring Goodhart’s law
Goodhart's law states that when a measure becomes a target, it stops being a good measure. This concept, originally from economics, is relevant in AI ...
AI
Machine Learning Experts - Lewis Tunstall
Lewis Tunstall is a machine learning expert who has worked on various projects, including the development of the Hugging Face Transformers library. He...
AI
Habana Labs and Hugging Face Partner to Accelerate Transformer Model Training
Habana Labs, a company specializing in AI acceleration technology, has partnered with Hugging Face, a popular platform for natural language processing...
AI
~Don't~ Repeat Yourself
The Hugging Face team discusses their design philosophy for the Transformers library, which aims to reduce repetition in code by providing a unified i...
AI
Introducing Decision Transformers on Hugging Face 🤗
Hugging Face has introduced a new type of transformer model called Decision Transformers. These models are designed to handle decision-making tasks, s...
AI
Machine Learning Experts - Margaret Mitchell
Margaret Mitchell, a leading expert in machine learning, discusses her work and experiences. She is the founder of Hazy Research and has made signific...
AI
Announcing the 🤗 AI Research Residency Program
The Hugging Face team has introduced a new program called the AI Research Residency, aimed at supporting early-career researchers in developing and ap...
AI
Fine-Tune a Semantic Segmentation Model with a Custom Dataset
A blog post on Hugging Face's website explains how to fine-tune a pre-trained segmentation model, SegFormer, using a custom dataset. The process invol...
AI
Accelerate BERT inference with Hugging Face Transformers and AWS Inferentia
Hugging Face, a popular open-source library for natural language processing (NLP), has partnered with Amazon Web Services (AWS) to accelerate the infe...
AI
Image search with 🤗 datasets
Researchers have created a collection of image datasets, called 🤗 datasets, which can be used for various computer vision tasks. The datasets include ...