AI, MLOps, and Robotics #52
This Week in AI, MLOps, and Robotics: AI2 Dolma: 3 Trillion Token Open Corpus for LLMs, Amazon launches conversational shopping experience, EU’s AI Act passes, Midjourney without Discord, MobileDiffusion, and much more!
??? Join my next AI Fireside chat
Join this fireside chat as we speak with Rajat Arya about the Challenges of Building an ML Platform. Register to attend live, ask questions, and get the recording!
?? AI News & Stories:
?? Amazon announces Rufus, a new generative AI-powered conversational shopping experience - Read on Amazon
?? Tim Cook confirms Apple’s generative AI features are coming ‘later this year’ - Read on The Verge
?? EU’s AI Act passes last big hurdle on the way to adoption - Read on TechCrunch
?? Robots Created to Help Patients in Hospitals Pass Testing Phase - Read on TIME
?? You can now use Midjourney without Discord - Read on Journey+
?? AMD bets on AI-powered PCs as artificial intelligence race with Nvidia, Intel heats up - Read on CNBC
?? ML Developer Tools & Resources:
?? AI2 Dolma: 3 Trillion Token Open Corpus for Language Model Pretraining - Read on Allen Institute for AI
?? YOLOv8 Object Tracking and Counting with OpenCV - Read on LearnOpenCV
?? Eyes on the Road: Enabling Real-Time Traffic Camera Analysis with BrainChip Akida - Read on Edge Impulse
?? A decoder-only foundation model for time-series forecasting - Read on Google Research
?? MobileDiffusion: Rapid text-to-image generation on-device - Read on Googe Research
?? New Library Updates in PyTorch 2.2 - Read on PyTorch
?? Phinetuning 2.0 (finetuning Phi-2) - Read on Hugging Face
?? MoE-LLaVA: Mixture of Experts for Large Vision-Language Models - Read on GitHub
?? Getting Started with Diffusers for Text-to-Image - Read on PyImageSearch
??? Upcoming AI Events (Ordered by date):
?? AI Book Club: Implementing MLOps in the Enterprise | Feb 6th - RSVP on LinkedIn
?? Data Ingestion From APIs to Warehouses with Adrian Brudaru | Feb 5th - RSVP on Luma
领英推荐
?? Designing with generative AI to augment human creativity | Feb 7th - Register on MIT
?? How to Benchmark, Evaluate, and Choose the Right LLMs [in-person, Seattle] | Feb 12th - Register on splashthat
?? Build Better Multimodal RAG Pipelines with FiftyOne, LlamaIndex, and Milvus | Feb 15th - Register on Zilliz
?? Flyte School: Empowering Workflows - Building Sensors and Agents in Flyte | Feb 22nd - Register on Union AI
?? Startup CEOs Panel [in-person, Seattle] | Feb 22nd - Register on Meetup
?? The Challenges of Building an ML Platform with Rajat Co-founder XetHub | Feb 27th - Register on Eventbrite
?? RAG in Action: Next-Level Retrieval Augmented Generation | Feb 27th - Register on Luma
?? User Experimentation for AI Applications with Timothy Chan at Statsig | Mar 7th - Register on Eventbrite
??? AI Podcasts & Interviews:
?? Cardiac Clarity: Dr. Keith Channon Talks Revolutionizing Heart Health With AI - Listen on NVIDIA
?? Building and Deploying Real-World RAG Applications with Ram Sriharsha - Listen on TWiML
?? A Code-Specialized LLM Will Realize AGI, with Jason Warner - Listen on SuperDataScience
?? Large Action Models (LAMs) & Rabbits ?? | Practical AI Podcast - Listen on TWiML
?? Recent ML Research Papers
?? Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research - Read on Hugging Face
?? MoE-LLaVA: Mixture of Experts for Large Vision-Language Models - Read on arXiv
?? Evaluating Large Language Models for Generalization and Robustness via Data Compression - Read on arXiv
?? SugarViT -- Multi-objective Regression of UAV Images with Vision Transformers and Deep Label Distribution Learning Demonstrated on Disease Severity Prediction in Sugar Beet - 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! ??
"Change is not merely necessary to life – it is life." ?? Alvin Toffler's words resonate strongly with the rapid advancements we're seeing in AI and robotics! ???? At ManyMangoes, we’re fascinated by the potential of the AI2 Dolma project and its vast token corpus for LLMs. What's your take on how this could revolutionize language understanding? ???? #Innovation #AI #Robotics