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Generative AI News Rundown - Meta's GPU Hoard, ByteDance Mo…
Sixteen generative AI news stories from the past weeks were on the agenda for this week's edition of GAIN. You can watch the video discussion above or...
ML Production
Predictive Human Preference: From Model Ranking to Model Ro…
A challenge of building AI applications is choosing which model to use. What if we don’t have to? What if we can predict the best model for any prompt...
Don't Mock Machine Learning Models In Unit Tests
How unit testing machine learning code differs from typical software practices...
AI Publication
Why Doesn’t My Model Work?
Have you ever trained a model you thought was good, but then it failed miserably when applied to real world data? If so, you’re in good company....
Google AI Research
VideoPrism: A foundational visual encoder for video underst…
Posted by Long Zhao, Senior Research Scientist, and Ting Liu, Senior Staff Software Engineer, Google Research <img src="https://blogger.googleusercont...
Google AI Research
Advances in private training for production on-device langu…
Posted by Zheng Xu, Research Scientist, and Yanxiang Zhang, Software Engineer, Google <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/A...
My benchmark for large language models
A benchmark of ~100 tests for language models, collected from actual questions I've asked of language models in the last year....
Google AI Research
Learning the importance of training data under concept drift
Posted by Nishant Jain, Pre-doctoral Researcher, and Pradeep Shenoy, Research Scientist, Google Research <img src="https://blogger.googleusercontent.c...
Google AI Research
DP-Auditorium: A flexible library for auditing differential…
Posted by Mónica Ribero Díaz, Research Scientist, Google Research <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhNVpxjk-jj1rIYQ...
How to Generate and Use Synthetic Data for Finetuning
Overcoming the bottleneck of human annotations in instruction-tuning, preference-tuning, and pretraining....
Google AI Research
Graph neural networks in TensorFlow
Posted by Dustin Zelle, Software Engineer, Google Research, and Arno Eigenwillig, Software Engineer, CoreML <img src="https://blogger.googleuserconten...
Deep Learning Framework
Graph neural networks in TensorFlow
<img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjmB2uY1xF7sEeT_0hkfCj1oQypkcE9ksjrPXfoOS6hWe6MjNa6OdIZLdu8m8Z2IAx0gk4EhD6fQH5EpOo...
Google AI Research
A decoder-only foundation model for time-series forecasting
Posted by Rajat Sen and Yichen Zhou, Google Research <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjLAVI4q3e6yNyTPTCFiLZVQfFm7...
Google AI Research
Intervening on early readouts for mitigating spurious featu…
Posted by Rishabh Tiwari, Pre-doctoral Researcher, and Pradeep Shenoy, Research Scientist, Google Research <img src="https://blogger.googleusercontent...
Generative AI News Rundown - CES, GPTs, ChatGPT Team, Rabbi…
We highlighted 19 generative AI news stories from early January in the latest episode of GAIN. Watch the video discussion above or read the news throu...
Generative AI News - OpenAI's New Board Powers, Gemini v GP…
Google once again made our featured story section with an independent benchmark performance analysis of the Gemini Pro LLM compared with GPT-3.5 and G...
Google AI Research
MobileDiffusion: Rapid text-to-image generation on-device
Posted by Yang Zhao, Senior Software Engineer, and Tingbo Hou, Senior Staff Software Engineer, Core ML <img src="https://blogger.googleusercontent.com...
Google AI Research
Mixed-input matrix multiplication performance optimizations
Posted by Manish Gupta, Staff Software Engineer, Google Research <img src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhEKJJf1R773hab0v...