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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,…
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…
Quanto: a PyTorch quantization backend for Optimum
Back to Articles Quanto: a PyTorch quantization backend for Optimum Published March 18, 2024 Update on GitHub…
Optimum-NVIDIA Unlocking blazingly fast LLM inference in just 1 line of code
Back to Articles Optimum-NVIDIA on Hugging Face enables blazingly fast LLM inference in just 1 line of code…
Forecasting AI (Overview)
This is a landing page for various posts I’ve written, and plan to write, about forecasting future…
How to use AnimateDiff in ComfyUI (vid2vid)
AnimateDiff is an open source technology released in July 2023 [Github][research paper]; it's one of the best…
Interactively explore your Huggingface dataset with one line of code
Back to Articles Interactively explore your Huggingface dataset with one line of code Published October 25,…
The Artificiality of Alignment
This essay first appeared in Reboot. Credulous, breathless coverage of “AI existential risk” (abbreviated…
AI Forecasting: Two Years In
Two years ago, I commissioned forecasts for state-of-the-art performance on several popular ML benchmarks.…
What will GPT-2030 look like?
GPT-4 surprised many people with its abilities at coding, creative brainstorming, letter-writing, and other…
Accelerating Stable Diffusion Inference on Intel CPUs
Back to Articles Accelerating Stable Diffusion Inference on Intel CPUs Published March 28, 2023 Update on…
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…
Accelerating PyTorch Transformers with Intel Sapphire Rapids - part 1
Back to Articles Accelerating PyTorch Transformers with Intel Sapphire Rapids, part 1 Published January 2,…
Diffusion Models Live Event
Back to Articles Diffusion Models Live Event Published November 25, 2022 Update on GitHub Upvote 3 Lewis…
Generating Human-level Text with Contrastive Search in Transformers 🤗
Back to Articles Generating Human-level Text with Contrastive Search in Transformers 🤗 Published November…
Introducing DOI: the Digital Object Identifier to Datasets and Models
Back to Articles Introducing DOI: the Digital Object Identifier to Datasets and Models Published October 7,…
Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore
Back to Articles Deep Dive: Vision Transformers On Hugging Face Optimum Graphcore Published August 18, 2022…
A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes
Back to Articles A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using Hugging…
Hugging Face's TensorFlow Philosophy
Back to Articles Hugging Face's TensorFlow Philosophy Published August 12, 2022 Update on GitHub Upvote 7 +1…
Efficient Table Pre-training without Real Data: An Introduction to TAPEX
Back to Articles Efficient Table Pre-training without Real Data: An Introduction to TAPEX Published May 23,…
Machine Learning Experts - Sasha Luccioni
Back to Articles Machine Learning Experts - Sasha Luccioni Published May 17, 2022 Update on GitHub Upvote -…