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Google has trained a code Gemma and Recurrent Gemma models. They get competitive performance and include FIM capabilities. The recurrent model is much faster and more memory efficient.
Meta has confirmed plans to release Llama 3, the next generation of its large language model for generative AI assistants, within the next month.
SwapAnything is a new algorithm that can replace things in a picture with other things you choose, without changing the rest of the picture. It's better than other tools because it can swap any object, not just the main subject, and it's really good at making the new object fit perfectly into the original picture. It uses inversion, concept vectors, and a pretrained diffusion model.
Addressing the challenge of single-domain generalization (S-DG) in object detection, the new OA-DG method introduces OA-Mix for data augmentation and OA-Loss for training.
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Rag to Riches (R2R) is the simplest way to build and deploy RAG pipelines into production. With intuitive configuration files, full customization via code, and response streaming, R2R accelerates LLM application development. R2R supports both remote and local deployment, allowing you to autoscale your RAG pipeline in the cloud with SciPhi or deploy it on-premises for full control.
Code for the recent “next-resolution prediction” work that frames image generation as progressive prediction of increasing resolution. The repository includes inference scripts and a demo notebook. The training code will be released soon.
A Big-Bench compatible benchmark for evaluating large language model capabilities on chemistry questions. This benchmark can help measure the scientific ability of various language models.
A new method called SqueezeAttention has been developed to optimize the Key-Value cache of large language models, significantly reducing memory usage by 30% to 70% and doubling the throughput.
Intel has announced its new Gaudi 3 AI processors, claiming up to 1.7X the training performance, 50% better inference, and 40% better efficiency than Nvidia's H100 processors at a lower cost.
Cissy Jones, a renowned voice artist, co-founded Morpheme to offer ethical AI voice modeling after her voice was used without consent. Morpheme ensures actors consent and are compensated for AI-generated vocal content. The broader industry's rush to AI adoption may sideline human talent and ignore actors' rights. As the video game industry integrates AI, Sag-Aftra union negotiations aim to protect performers' consent and fair compensation.
DeepMind founder Demis Hassabis now leads Google's unified AI research arm, aiming to maintain the tech giant's edge in the AI landscape with breakthroughs like AlphaGo and AlphaFold. Despite the success, challenges in integrating AI into tangible products and competition from entities such as OpenAI's ChatGPT persist. Hassabis, recognized for his significant contributions to AI, must now navigate Google's product strategy to leverage DeepMind's research advancements.
Apple has developed a new multimodal LLM called Ferret-UI that has the potential to understand the user interfaces of mobile displays, enabling Siri to comprehend and interact with on-screen elements effectively.
200 AI and aerospace engineers gathered to prototype innovative solutions for the Aviation and Space industries and built an impressive array of tools ranging from AI air traffic controllers to AI flight planners to Apple Vision Pro flight simulators.
Train over 200k context windows on an H100 with a new gradient accumulation offloading.