🗜🗜Edge#226: DeepSpeed Compression, a new library for extreme compression of deep learning models
Was this email forwarded to you? Sign up here 🗜🗜Edge#226: DeepSpeed Compression, a new library for extreme compression of deep learning modelsIt combines compression and system optimization techniques for building smaller and more efficient deep learning architectures
On Thursdays, we dive deep into one of the freshest research papers or technology frameworks that is worth your attention. Our goal is to keep you up to date with new developments in AI to complement the concepts we debate in other editions of our newsletter. 💥 What’s New in AI: Microsoft’s Open Sourced a New Library for Extreme Compression of Deep Learning ModelsLarge neural networks have been dominating the deep learning space for the last few years. While the performance of large deep learning architectures is certainly impressive, its operational requirements remain prohibited for most organizations. Not surprisingly, there has been a lot of effort in areas like model compression that can help reduce the size and inference computation of deep learning models. Similarly, there has also been a resurgence of system optimization techniques that can improve the inference of models without sacrificing their size. The combination of model compression and system optimization is quite powerful in order to enable more efficient deep learning architectures. Recently, ... Subscribe to TheSequence to read the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
|
Key phrases
Older messages
🎙Or Itzary/Superwise About Model Observability and Streamlining Large ML Projects
Thursday, September 15, 2022
Getting to know the experience gained by researchers, engineers, and entrepreneurs doing real ML work is an excellent source of insight and inspiration. Share this interview if you like it. No
😶🌫️ Edge#225: Understanding Latent Diffusion Models
Tuesday, September 13, 2022
In this issue: we explain latent diffusion models; we discuss the original latent diffusion paper; we explore Hugging Face Diffusers, a library for state-of-the-art diffusion models. Enjoy the learning
↕️↔️TensorFlow 2.10 is Here
Sunday, September 11, 2022
Weekly news digest curated by the industry insiders
📌 Event: Learn strategies to scale your ML models using Kubernetes - SEP 14
Friday, September 9, 2022
Running distributed workloads is key to the future of AI. As models become more complex and advanced, distributed workloads will be the only way forward. Get ahead of the curve, and learn practical
🤘Edge#224: AlexaTM 20B is Amazon’s New Language Super Model Also Capable of Few-Shot Learning
Thursday, September 8, 2022
The model is the largest seq2seq architecture capable of few-shot-learning
You Might Also Like
Quick question
Sunday, April 28, 2024
I want to learn how I can better serve you
Kotlin Weekly #404 (NOT FOUND)
Sunday, April 28, 2024
ISSUE #404 28st of April 2024 Announcements Kotlin Multiplatform State of the Art Survey 2024 Help to shape and understand the Kotlin Multiplatform Ecosystem! It takes 4 minutes to fill this survey.
📲 Why Is It Called Bluetooth? — Check Out This AI Text to Song Generator
Sunday, April 28, 2024
Also: What to Know About Emulating Games on iPhone, and More! How-To Geek Logo April 28, 2024 📩 Get expert reviews, the hottest deals, how-to's, breaking news, and more delivered directly to your
Daily Coding Problem: Problem #1425 [Easy]
Sunday, April 28, 2024
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by Microsoft. Suppose an arithmetic expression is given as a binary tree. Each leaf is an
PD#571 Software Design Principles I Learned the Hard Way
Sunday, April 28, 2024
If there's two sources of truth, one is probably wrong. And yes, please repeat yourself.
When Procrastination is Productive & Ghost integrating with ActivityPub
Sunday, April 28, 2024
Automattic, Texts, and Beeper join forces to build world's best inbox, Reflect launches its iOS app, how to start small rituals, and a lot more in this week's issue of Creativerly. Creativerly
C#503 Building pipelines with System.Threading.Channels
Sunday, April 28, 2024
Concurrent programming challenges can be effectively addressed using channels
RD#453 Get your codebase ready for React 19
Sunday, April 28, 2024
Is your app ready for what's coming up in React 19's release
☁️ Azure Weekly #464 - 28th April 2024
Sunday, April 28, 2024
Azure Weekly Newsletter Issue #464 powered by endjin Welcome to issue 464 of the Azure Weekly Newsletter. In AI we have a good mix of high-level and deep-dive technical articles. Next-Gen Customer
Tesla profits tumble, Fisker flatlines, and California cities battle for control of AVs
Sunday, April 28, 2024
Plus, an up-close look at the all-electric Mercedes G-Wagen and more View this email online in your browser By Kirsten Korosec Sunday, April 28, 2024 Welcome back to TechCrunch Mobility — your central