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OpenAI is Using GPT-4 to Explain Neurons' Behavior in GPT-2
A recent paper by a group of researchers at OpenAI outlines a novel approach to solve one of the limitations of current deep neural networks (DNNs), namely their lack of interpretability. By Using GPT-4, the researchers aim to build a technique to explain what events cause a neuron to activate, as a first step towards automating DNN interpretability.
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OpenAI's Open-Source ChatGPT Plugin - Q&A with Roy Miara
OpenAI recently announced plugin support for ChatGPT, allowing the language model to access external tools and databases. The company also open-sourced the code for a knowledge retrieval plugin, which organizations can use to provide ChatGPT-based access to their own documents and data.
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Hugging Face Presents HuggingChat, Open Source Alternative to ChatGPT
HuggingChat is a new AI-powered chatbot available for testing on Hugging Face. HuggingChat is able to carry through many tasks that have made ChatGPT attract lot of interest recently, including drafting articles, solving coding problems, or answering questions.
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AI, ML & Data News Roundup: HuggingGPT, AWS Bedrock, Microsoft Visual ChatGPT, and StableLM
The latest update for the week of April 17th, 2023, includes the recent advancements and announcements in the domains of data science, machine learning, and artificial intelligence. The spotlight this week is on top players like Hugging Face, AWS, Microsoft, and Stability AI, who have introduced groundbreaking innovations.
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Microsoft Open-Sources Multimodal Chatbot Visual ChatGPT
Microsoft Research recently open-sourced Visual ChatGPT, a chatbot system that can generate and manipulate images in response to human textual prompts. The system combines OpenAI's ChatGPT with 22 different visual foundation models (VFM) to support multi-modal interactions.
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HuggingGPT: Leveraging LLMs to Solve Complex AI Tasks with Hugging Face Models
A recent paper by researchers at Zhejiang University and Microsoft Research Asia explores the use of large language models (LLMs) as a controller to manage existing AI models available in communities like Hugging Face.
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Azure Previews ND H100 V5 Virtual Machines to Accelerate Generative AI
Azure recently announced the preview of the ND H100 v5, virtual machines that integrate the latest Nvidia H100 Tensor Core GPUs and support Quantum-2 InfiniBand networking. According to Microsoft, the new option will offer AI developers improved performance and scaling across thousands of GPUs.
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OpenAI Announces GPT-4, Their Next Generation GPT Model
OpenAI recently announced GPT-4, the next generation of their GPT family of large language models (LLM). GPT-4 can accept both text and image inputs and outperforms state-of-the-art systems on several natural language processing (NLP) benchmarks. The model also scored in the 90th percentile on a simulated bar exam.
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Microsoft Semantic Kernel Enables LLM Integration with Conventional Programs
Microsoft has open sourced Semantic Kernel (SK), a lightweight SDK enabling the integration of large language models (LLMs) with conventional programs which can leverage prompt templating, vectorized memory, intelligent planning, and other capabilities.
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ChatGPT Now Available in Preview on Microsoft’s Azure OpenAI Service
ChatGPT is now available in preview on Microsoft’s Azure OpenAI service allowing developers to integrate ChatGPT directly into a host of different enterprise and end-user applications using a token-based pricing system.
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OpenAI Unleashes ChatGPT and Whisper APIs for Next-Gen Language Capabilities
OpenAI has announced that it’s now letting third-party developers integrate ChatGPT and Whisper into their apps and services via API, offering access to AI-powered language and speech-to-text capabilities. As compared to using the company's current language approach, these APIs will make it easier for businesses to integrate ChatGPT and Whisper into their platforms.
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Microsoft Wants to Use ChatGPT to Control Robots through Language
In a recent paper, researchers at Microsoft Autonomous Systems and Robotics Group showed how OpenAI's ChatGPT can be used for robotics applications, including how to design prompts and how to direct ChatGPT to use specific robotic libraries to program the task at hand.
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OpenAI is Rolling out ChatGPT Plus as a Premium Service
OpenAI has announced the release of ChatGPT Plus, a premium version of its well-liked ChatGPT chatbot. The new service intends to give users a premium experience that includes ChatGPT access during peak hours, priority access to new features and upgrades, and quicker response times.
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OpenAI Releases an Advanced Classifier to Distinguish AI and Human Writing Styles
OpenAI is releasing a trained classifier to distinguish between text written by a human and text written by AIs. This classifier comes from a growing need for technologies that can help discern between material authored by people and that written by machines.
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AI Developers Release Open-Source Implementations of ChatGPT Training Algorithm
AI research groups LAION and CarperAI have released OpenAssistant and trlX, open-source implementations of reinforcement learning from human feedback (RLHF), the Algorithm used to train ChatGPT. Independent AI developer Phil Wang has also open-sourced his own implementation of the algorithm.