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Machine Learning in the Life Sciences Has a Data Problem
The world is captivated by the unrelenting progress of generative artificial intelligence (AI). Yet amidst…
Governance of superintelligence
Now is a good time to start thinking about the governance of superintelligence—future AI systems…
Run a Chatgpt-like Chatbot on a Single GPU with ROCm
Back to Articles Run a Chatgpt-like Chatbot on a Single GPU with ROCm Published May 15, 2023 Update on GitHub…
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,…
Complex Systems are Hard to Control
The deployment of powerful deep learning systems such as ChatGPT raises the question of how to make these…
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,…
Fetch Consolidates AI Tools and Saves 30% Development Time with Hugging Face on AWS
Back to Articles Fetch Consolidates AI Tools and Saves 30% Development Time with Hugging Face on AWS…
Why we’re switching to Hugging Face Inference Endpoints, and maybe you should too
Back to Articles Why we’re switching to Hugging Face Inference Endpoints, and maybe you should too…
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…
AI for Game Development: Creating a Farming Game in 5 Days. Part 2
Back to Articles AI for Game Development: Creating a Farming Game in 5 Days. Part 2 Published January 9, 2023…
Introduction to Graph Machine Learning
Back to Articles Introduction to Graph Machine Learning Published January 3, 2023 Update on GitHub Upvote 56…
Probabilistic Time Series Forecasting with 🤗 Transformers
Back to Articles Probabilistic Time Series Forecasting with 🤗 Transformers Published December 1, 2022…
Diffusion Models Live Event
Back to Articles Diffusion Models Live Event Published November 25, 2022 Update on GitHub Upvote 3 Lewis…
Director of Machine Learning Insights [Part 4]
Back to Articles Director of Machine Learning Insights [Part 4] Published November 23, 2022 Update on GitHub…
Getting Started with Hugging Face Inference Endpoints
Back to Articles Getting Started with Hugging Face Inference Endpoints Published October 14, 2022 Update on…
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…
Industry Perspective: Tree-Based Models vs Deep Learning for Tabular Data
For tabular data, gradient boosted trees (GBTs) perform better than neural networks (NNs). This is common…
Advantage Actor Critic (A2C)
Back to Articles Advantage Actor Critic (A2C) Published July 22, 2022 Update on GitHub Upvote 9 +3 Thomas…
DALL·E 2 pre-training mitigations
In order to share the magic of DALL·E 2 with a broad audience, we needed to reduce the risks associated…
Convert Transformers to ONNX with Hugging Face Optimum
Back to Articles Convert Transformers to ONNX with Hugging Face Optimum Published June 22, 2022 Update on…
Director of Machine Learning Insights [Part 3: Finance Edition]
Back to Articles Director of Machine Learning Insights [Part 3: Finance Edition] Published June 14, 2022…
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,…