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A Guide to Structured Generation Using Constrained Decoding
IntroductionWe often want specific outputs when interacting with generative language models. This is…
Pollen-Vision: Unified interface for Zero-Shot vision models in robotics
Back to Articles Pollen-Vision: Unified interface for Zero-Shot vision models in robotics Published March 25,…
The problem of AI ethics
In the late 1990s, the UK Post Office deployed a new point-of-sale computer system, built for it by Fujitsu.…
Who cares about tech regulation?
When I look at the engagement on this website, and in my newsletter, it’s very clear that anything I write…
Car-GPT: Could LLMs finally make self-driving cars happen?
In 1928, London was in the middle of a terrible health crisis, devastated by bacterial diseases like…
Deep learning for single-cell sequencing: a microscope to see the diversity of cells
The history of each living being is written in its genome, which is stored as DNA and present in nearly every…
GPT-2030 and Catastrophic Drives: Four Vignettes
I previously discussed the capabilities we might expect from future AI systems, illustrated through GPT2030,…
Introducing Prodigy-HF: a direct integration with Hugging Face
Back to Articles Introducing Prodigy-HF Published November 7, 2023 Update on GitHub Upvote 1 Vincent D.…
Frontier Model Forum updates
Together with Anthropic, Google, and Microsoft, we’re announcing the new Executive Director of the Frontier…
Neural algorithmic reasoning
In this article, we will talk about classical computation: the kind of computation typically found in an…
🧨 Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e
Back to Articles Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e Published October 3,…
Stable Diffusion Settings Guide for Beginners (Recommended Best Settings)
If you're just getting started with Stable Diffusion, you might be wondering why your images aren't as good…
12 Best Stable Diffusion Websites to Generate AI Images (Free & Paid)
You might be trying to dip your toes into AI image generation with Stable Diffusion. Installing it onto your…
Assisted Generation: a new direction toward low-latency text generation
Back to Articles Assisted Generation: a new direction toward low-latency text generation Published May 11,…
Snorkel AI x Hugging Face: unlock foundation models for enterprises
Back to Articles Snorkel AI x Hugging Face: unlock foundation models for enterprises Published April 6, 2023…
Federated Learning using Hugging Face and Flower
Back to Articles Federated Learning using Hugging Face and Flower Published March 27, 2023 Update on GitHub…
Jupyter X Hugging Face
Back to Articles Jupyter X Hugging Face Published March 23, 2023 Update on GitHub Upvote 5 Daniel van Strien…
Principles for Productive Group Meetings
Note: This post is based on a Google document I created for my research group. It speaks in the first person,…
Accelerating PyTorch Transformers with Intel Sapphire Rapids - part 2
Back to Articles Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 2 Published February 6,…
What Makes a Dialog Agent Useful?
Back to Articles What Makes a Dialog Agent Useful? Published January 24, 2023 Update on GitHub Upvote 2…
Optimum+ONNX Runtime - Easier, Faster training for your Hugging Face models
Back to Articles Optimum + ONNX Runtime: Easier, Faster training for your Hugging Face models Published…
Image Similarity with Hugging Face Datasets and Transformers
google/vit-base-patch16-224-in21k Image Feature Extraction • 86.4M • Updated Feb 5, 2024 • 1.15M • 410
Introduction to Graph Machine Learning
Back to Articles Introduction to Graph Machine Learning Published January 3, 2023 Update on GitHub Upvote 56…
Accelerating PyTorch Transformers with Intel Sapphire Rapids - part 1
Back to Articles Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 1 Published January 2,…