TLDR AI 2023-10-27
OpenAI preparedness team 🦺, NVIDIA & Lenovo partnership 🤝, 4-bit Quantization in LLMs 🌐
OpenAI creates Preparedness team (5 minute read)
OpenAI has created a new team to deal with frontier risks of AGI such as cyber security and nuclear disasters.
AI Executive Order Expected Monday (2 minute read)
The Biden Administration is preparing to announce a comprehensive executive order on artificial intelligence, aiming to set standards for AI adoption in federal agencies and address concerns related to AI advancements.
Lenovo and NVIDIA Expand Partnership for Hybrid AI Solutions (3 minute read)
Lenovo and NVIDIA are expanding their partnership to deliver integrated systems that utilize generative AI from edge to cloud. They aim to help enterprises swiftly deploy tailored AI applications for business innovation. Their solutions, supported by Lenovo AI Professional Services Practice, will use a hybrid cloud approach and NVIDIA's latest hardware for generative AI.
Evaluating GPT-4V's Optical Character Recognition Abilities (18 minute read)
The paper examines how well GPT-4V, a Large Multimodal Model, performs in various Optical Character Recognition (OCR) tasks, from reading scenes and handwritten texts to understanding complex document structures.
Image diffusion model trained on open data (24 minute read)
Most popular diffusion models like Stable Diffusion have been trained on a wide variety of data, but much of that data is subject to different copyright restrictions. This new model from MosaicML is trained purely on Creative Commons data and achieves similar performance to SD 2 while requiring only a fraction of the training data.
4-bit Quantization in LLMs (17 minute read)
This research introduces LLM-FP4, a novel method to compress large language models by converting their weights and actions to 4-bit floating-point values after training.
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Engineering & Research
ToRA (GitHub Repo)
ToRA is a series of Tool-integrated Reasoning Agents designed to solve challenging mathematical reasoning problems by interacting with tools.
Real-Time Depth Estimation for Underwater Vehicles (GitHub Repo)
This study presents a model tailored for underwater vehicles that can estimate real-time depth from single images by combining sparse depth details.
GPT Pilot (GitHub Repo)
GPT Pilot is an AI-powered dev tool that writes scalable apps from scratch. It enables developers to create apps using a description of the kind of app they want to build. GPT Pilot creates apps step-by-step while asking questions for clarification or help when it gets stuck. A video demo is available in the repository.
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