🪟🪟 DALL-E 2 is Coming to Azure! and Other Exciting Microsoft’s ML Announcements
Was this email forwarded to you? Sign up here 🪟🪟 DALL-E 2 is Coming to Azure! and Other Exciting Microsoft’s ML AnnouncementsWeekly news digest curated by the industry insiders📝 EditorialIgnite is one of the most exciting annual events in the Microsoft ecosystem. Every year, Microsoft uses this event to unveil some of its most exciting product announcements, and ML is always front and center of the new releases. This year was no exception, but there was one announcement that dominated the headlines. OpenAI’s text-to-image super model DALL-E 2 is going to be available through the Azure OpenAI Service. This effectively represents the first programmable interface available for DALL-E 2, which means a major partnership validation between Microsoft and OpenAI. The DALL-E 2 API availability was not the only ML announcement at Ignite. The Azure Cognitive Services API suite saw major updates with new models for language, computer vision and speech. Azure ML Registries is a new catalog that allows the discovery of ML models and related artifacts. The support for PyTorch in Azure also got a boost with the release of Azure Container for PyTorch and Azure Data Science Virtual Machines for PyTorch. In an effort to make ML models safer, Microsoft released the Responsible AI scorecard which allows data scientists to access model scorecards that highlight factors such as biases, fairness and others. Other ML capabilities announced at Ignite include improved AutoML services, Spark integration, and upgraded SDKs. Certainly, a strong ML week for Microsoft. 🔺🔻TheSequence Scope – our Sunday edition with the industry’s development overview – is free. To receive high-quality content about the most relevant developments in the ML world every Tuesday and Thursday, please subscribe to TheSequence Edge 🔺🔻 🗓 Next week in TheSequence Edge: Edge#235: we explain Meta AI’s Make-A-Scene; discuss Meta’s Make-A-Scene Paper; explore LAION, one of the most complete training datasets for text-to-image synthesis models. Edge#236: we go inside DeepMind’s AlphaTensor, the new super model that can discover new math algorithms. 🎧 Listen Now!Join us in listening to the new show – Real-Life AI podcast. The host of the show, Tigran Petrosyan (Co-founder & CEO at SuperAnnotate), invites prominent experts from both industry and academia to dive into real-life applications of AI nowadays. Now, let’s review the most important developments in the AI industry this week 🔎 ML ResearchAI Model Perception DeepMind published a paper proposing a benchmark to evaluate perception in AI systems →read more Meta-Learning and Time Series Salesforce Research published a paper detailing DeepTime, a technique that approaches time-series forecasting as a meta-learning problem →read more GNNs for Product Recommendation Amazon Science published a paper discussing a GNN technique for recommending related products →read more 🤖 Cool AI Tech ReleasesDALL-E 2 and Azure OpenAI Service At the Ignite conference, Microsoft announced the limited availability of DALLE-E 2 as part of the Azure OpenAI service →read more Microsoft ML Announcements Microsoft made several other ML announcements at its Ignite conference →read more Crossmodal-3600 Google Research open-sourced Crossmodal-3600, a dataset to train multilingual image captioning models →read more PyTorch FSDP PyTorch released an implementation of the popular Fully Sharded Data Parallel (FSDP) for scaling ML models running on TPUs →read more 🛠 Real World MLState of Data Science Kaggle published its annual report about the state of ML and data science →read more 💸 Money in AI
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📝➡️📺 Edge#234: Inside Meta AI’s Make-A-Video
Thursday, October 13, 2022
The new model builds on the principles of text-to-image methods to produce visually astonishing videos
⛓ Check the first ML Value Chain Landscape shaped by you!
Wednesday, October 12, 2022
Let us know if you need a PDF
🤖 Edge#233: Understanding DALL-E 2
Tuesday, October 11, 2022
In this issue: we explain DALL-E 2; we discuss the DALL-E 2 paper; we explore DALL-E Mini (Now Craiyon), the most popular DALL-E implementation on the market. Enjoy the learning! 💡 ML Concept of the
🧮 DeepMind’s AlphaTensor can Discover New Math Algorithms
Sunday, October 9, 2022
Weekly news digest curated by the industry insiders
📝 Guest post: Key Challenges To Automated Data Labeling and How To Overcome Them*
Friday, October 7, 2022
In this guest post, Superb AI presents several common roadblocks that ML teams might face on their journey to adopting automated data processing practices and providing actionable solutions to those
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