AI, MLOps, and Robotics #58

This Week in AI, MLOps, and Robotics: A "ChatGPT" for Music Is Here, Apple’s New AI Move, Nvidia GTC 2024 is this week, Introduction to Hugging Face Diffusers, What's new in TensorFlow 2.16, and much more!

Note: I'm at NVIDIA GTC all week! Come by booth #1805 to say hello!

My next event: Join me at the next fireside chat as we speak with Bernease Herman from WhyLabs about how to monitor & evaluate LLMs in production. Register to attend live, ask questions, and get the recording!

?? AI News & Stories:

• A ChatGPT for Music Is Here. Inside Suno, the Start-up Changing Everything - Read on the Rolling Stone
• Apple’s New AI Move Just Changed The Game For All iPhone Users - Read on Forbes
• Amazon selling partners can now access even more generative AI features to create high-quality product listings - Read on Amazon
• Nvidia GTC 2024: What to expect from the AI giant’s big conference - Read on Yahoo
• Mercedes is trialing humanoid robots for ‘low skill, repetitive’ tasks - Read on The Verge

?? ML Developer Tools & Resources:

• Introduction to Hugging Face Diffusers - Read on LearnOpenCV
• HEAL: A framework for health equity assessment of machine learning performance - Read on Google Research
• Maximizing training throughput using PyTorch FSDP - Read on PyTorch
• What's new in TensorFlow 2.16 - Read on TensorFlow
• Cappy: Outperforming and boosting large multi-task language models with a small scorer - Read on Google Research
• Flyte Agents Framework - Read on Union AI
• Deploying A Large Language Model with BentoML and vLLM - Read on BentoML
• CPU Optimized Embeddings with ?? Optimum Intel and fastRAG - Read on Hugging Face
• From screenshots to HTML code: Introducing the WebSight dataset - Read on Hugging Face
• Flawless Defect Detection with Edge Impulse and BrainChip - Read on Edge Impulse

??? Upcoming AI Events (Ordered by date):

• NVIDA GTC 2024 | Mar 18 - 21st - Register on NVIDIA
• Advanced Considerations in RAG Performance | Mar 20th - Register on Data Science Dojo
• March AI, ML, and Data Science Meetup | Mar 21st - Register on Voxel51
• Responsible Product Design with Generative AI | March 27th - Register on Data Science Dojo
• How to Monitor & Evaluate LLMs in Production | March 28th - Register on Union.ai
• Vector Databases Explained | April 3rd - Register on Data Science Dojo
• PyCascades (Seattle or Online) | April 6th - 7th - Register on PyCascades

??? AI Podcasts & Interviews:

• TIF's Daniel Castro on Energy-Efficient AI and Climate Change - Listen on NVIDIA
• Generating the future of art & entertainment |practical AI Podcast - Listen on Changelog
• Assessing the Risks of Open AI Models with Sayash Kapoor - Listen on TWiML
• NumPy, SciPy and the Economics of Open-Source, with Dr. Travis Oliphant - Listen on SuperDataScience

?? Recent ML Research Papers

• Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding - Read on arXiv
• Generalized Predictive Model for Autonomous Driving - Read on arXiv
• OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning - Read on arXiv
• Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models - Read on arXiv

Hello, world! Every week, I keep track of the most exciting news, resources, events, podcasts, and papers I find around AI, MLOps, and robotics. Sometimes I sprinkle in my opinions. Let me know in the comments what I missed this week!

You Can Support This Newsletter By:

?? Leaving a comment with anything you found interesting this week!

? Give Flyte, the open-source MLOps project I work on, a GitHub star!

Connect with or follow me (Sage Elliott) for more machine learning, MLOps, and robotics content. Have a great week! ??