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- PRO | Why are large models based on MoE more worthy of attention?
- In 2023, almost every field of AI is evolving at an unprecedented speed. At the same time, AI is constantly pushing the technological boundaries of key tracks such as embodied intelligence and autonomous driving. Under the multi-modal trend, will the situation of Transformer as the mainstream architecture of AI large models be shaken? Why has exploring large models based on MoE (Mixed of Experts) architecture become a new trend in the industry? Can Large Vision Models (LVM) become a new breakthrough in general vision? ...From the 2023 PRO member newsletter of this site released in the past six months, we have selected 10 special interpretations that provide in-depth analysis of technological trends and industrial changes in the above fields to help you achieve your goals in the new year. be prepared. This interpretation comes from Week50 2023
- AI 556 2024-08-07 19:08:10
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- CVPR 2024 | Four-dimensional space-time pre-training of autonomous driving world model
- Peking University and the EVLO innovation team jointly proposed DriveWorld, a four-dimensional space-time pre-training algorithm for autonomous driving. This method uses a world model for pre-training, designs a memory state space model for four-dimensional spatio-temporal modeling, and reduces the random uncertainty and knowledge uncertainty faced by autonomous driving by predicting the occupation grid of the scene. This paper has been accepted by CVPR2024. Paper title: DriveWorld: 4DPre-trainedSceneUnderstandingviaWorldModelsforAutonomousDriving Paper link: https://arxiv.org/abs/2405.04390 1. Motion
- AI 787 2024-08-07 19:01:41
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- Developer tool! XREAL Air 2 ULTRA goes on sale, immersive experience AI development
- At 2:00 pm on July 31, Beijing time, the latest member of the XREAL series of AR glasses, XREAL Air2 Ultra, was officially launched in China. It is currently available on JD.com, Tmall, Douyin and other platforms, with an initial price of 3,999 yuan. This AR glasses is a flagship product mainly for the developer community. It aims to lower the threshold for developers to enter spatial computing, promote innovation in the field of spatial computing, and establish a more prosperous AR ecosystem. Empowering developers with six core capabilities As XREAL’s second 6DoF (Six Degrees of Freedom, six degrees of freedom) full-featured glasses, XREAL Air2 Ultra is currently the only one in the industry that uses dual environment sensing sensors (SLAM Camera)
- AI 927 2024-08-07 18:40:20
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- You are sincerely invited to participate in the LLM4HWDesign@ICCAD2024 competition jointly organized by Georgia Tech and Nvidia!
- The LLM4HWDesign@ICCAD2024 competition jointly organized by Georgia Tech EIC Laboratory and Nvidia Corporation has officially launched! This competition aims to promote the performance of large language models (LLM) in auxiliary hardware design. Elites from all walks of life are sincerely invited to actively participate and jointly explore methods of automated data generation, collection, cleaning and annotation, and build an open source, large-scale, high-quality The hardware code data set realizes revolutionary changes in the field of LLM-assisted hardware design. Competition Goal The main goal of the competition is to improve the performance and application effect of LLM in the field of auxiliary hardware design by exploring methods of constructing and labeling data sets. Solve problems such as data collection, generation, filtering and annotation to achieve efficient hardware design automation. Promote LL
- AI 1032 2024-08-07 18:22:53
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- The open source version of Sora is a hit: 4K Star is available, 4090 runs on a single card, and A6000 can be fine-tuned
- Zhipu AI has open sourced the large model it developed in-house. The field of domestic video generation is becoming more and more popular. Just now, Zhipu AI announced that it will open source CogVideoX, a video generation model with the same origin as "Qingying". In just a few hours, I collected 4k stars. Code repository: https://github.com/THUDM/CogVideo Model download: https://huggingface.co/THUDM/CogVideoX-2b technical report: https://github.com/THUDM/CogVideo/blob/main/resources /CogVideoX.pdfJuly 26
- AI 353 2024-08-07 18:05:32
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- Eight questions and eight answers to understand the inner workings of Transformer
- Seven years ago, the paper "Attentionisallyouneed" proposed the transformer architecture, subverting the entire field of deep learning. Today, all major models are based on the transformer architecture, but the internal working principle of the transformer is still an unsolved mystery. Last year, Llion Jones, one of the authors of the transformer paper, announced the creation of the artificial intelligence company SakanaAI. Recently, SakanaAI published a paper titled "TransformerLayersasPainters", which explores the information flow in pre-trained transformers and freezes only the decoder and the encoder.
- AI 406 2024-08-07 18:04:03
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- Equipped with a large model of Byte Bean Bag, smart's first luxury mid-size SUV Phantom 5 will be released soon
- Recently, smart, a new luxury smart pure electric vehicle brand, revealed through official channels that its first luxury mid-sized SUV, the Phantom #5, will make its global debut in Australia on August 28. According to official Reuters, in addition to following the forward-looking and pioneering design of the concept car, the Phantom #5 also has in-depth cooperation with Volcano Engine in terms of smart cockpit and is equipped with Bytedance bean bag large models to bring users a more humane and intelligent cockpit. New Experience. The smart Elf #5 concept car design will be unveiled for the first time at the Beijing International Auto Show in April 2024. It adopts the "Emotional and Sharp" design language of the Mercedes-Benz global design team. It has a bold, square and powerful appearance in the history of the smart brand. The largest car model is intelligent and ByteDance
- AI 1103 2024-08-07 17:51:42
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- After Li Feifei's 'spatial intelligence”, Shanghai Jiao Tong University, Zhiyuan University, Peking University, etc. proposed the large spatial model SpatialBot
- The AIxiv column is a column where this site publishes academic and technical content. In the past few years, the AIxiv column of this site has received more than 2,000 reports, covering top laboratories from major universities and companies around the world, effectively promoting academic exchanges and dissemination. If you have excellent work that you want to share, please feel free to contribute or contact us for reporting. Submission email: liyazhou@jiqizhixin.com; zhaoyunfeng@jiqizhixin.com The first author of this article is Cai Wenxiao, a graduate student at Stanford University. Previously, he obtained a bachelor's degree from Southeast University with the first grade point. His research interests include multimodal large models and embodied intelligence. This work is based on his visit to Shanghai Jiao Tong University and Beijing Zhiyuan Artificial Intelligence Research
- AI 817 2024-08-07 17:06:41
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- NeurIPS2024 Edge Device Large Language Model Challenge
- With the rapid development of artificial intelligence, especially in the field of natural language processing (NLP), large language models (LLM) have shown great potential for transformation. These models are changing the way we work and communicate, and show a wide range of applications across a variety of computing devices. However, the huge model of LLM brings considerable challenges to its application on edge devices such as smartphones, IoT devices, and vehicle-mounted systems. Our competition aims to push the limits of LLM's performance, efficiency, and multitasking capabilities on resource-constrained edge devices. Competition background: Although LLM has huge application potential, its huge parameters place severe demands on the resources of edge devices. For example, a 10B parameter LLM model requires
- AI 527 2024-08-07 16:03:22
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- I Used ChatGPT to Plan My Vacation, and It Was Horribly Underwhelming
- AI can do many things, but can it plan a proper vacation? I recently took a trip to Porto, Portugal, and found that while ChatGPT can bring some positives, they're rapidly outweighed by the negatives. How I Used ChatGPT to Plan My Vacati
- AI 292 2024-08-07 12:30:23
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- What Is AI Slop and What Can You Do About It?
- You may have heard the term “AI slop” in regard to the bizarre AI-generated images circulating on social media. You may have even seen these images yourself. But what is AI slop? How do you recognize it, and what can you do about it? What I
- AI 511 2024-08-07 10:27:53
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- L3 will be launched in the first half of next year at the latest: ideal end-to-end autonomous driving and greatly improved performance
- Recently, with the rise of generative AI technology, many new car-making forces are exploring new methods of visual language models and world models. End-to-end intelligent driving new technologies seem to have become a common research direction. Last month, Li Auto released the third-generation autonomous driving technology architecture of end-to-end + VLM visual language model + world model. This architecture has been pushed to thousands of people for internal testing. It personifies intelligent driving behavior, improves the information processing efficiency of AI, and enhances the ability to understand and respond to complex road conditions. Li Xiang once said in public sharing that in the face of rare driving environments that are difficult for most algorithms to identify and process, VLM (Visual Language Model), a visual language model, can systematically improve the capabilities of autonomous driving. This method theoretically
- AI 561 2024-08-07 04:35:32
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- The error rate dropped from 10% to 0.01%, and LinkedIn fully shared its experience in implementing LLM applications
- As large-scale language model (LLM) technology becomes increasingly mature, various industries have accelerated the pace of LLM application implementation. In order to improve the practical application effect of LLM, the industry has made many efforts. Recently, the LinkedIn team shared their valuable experience in building generative AI products. LinkedIn says building products based on generative AI hasn't been smooth sailing, and they've encountered difficulties in a number of areas. The following is the original text of the LinkedIn blog. Over the past six months, our team at LinkedIn has been hard at work developing a new AI experience that attempts to reimagine how our members apply for jobs and browse professional content. The explosive growth of generative artificial intelligence makes us stop and think about what was impossible a year ago.
- AI 356 2024-08-07 01:00:43
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- Alibaba International launches the first professional version of AI Search. Why will it be the next B2B Google?
- After experiencing the hustle and bustle of the "Thousand Model War", one and a half years later, the application layer innovation of generative AI has finally entered an explosive period. Sora at the beginning of the year sparked a wave of AI+ video generation. The ripples are still lingering, and OpenAI’s new SearchGPT has ignited the AI+ search war again. AI+search, this is actually how most people imagined its application when the wave of generative AI technology first emerged: changing the traditional search engine. On this battlefield, Perplexity is starting anew, Google is thinking about self-innovation, and Bing is busy taking advantage of the situation. Now, Alibaba International has also announced its entry into the game, directly bringing a new product. But unlike everyone else, Alibaba International’s AI search has cut into a blank space: involving more industries Kno
- AI 510 2024-08-07 00:03:13
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- Let's explore the second growth curve of the industry together! The 2024 Tencent Global Digital Ecosystem Conference is scheduled for September 5
- 1. Tencent Global Digital Ecology Conference is scheduled to be held Tencent announced that the 2024 Tencent Global Digital Ecology Conference will be held at the Shenzhen International Convention and Exhibition Center from September 5th to 6th, with the theme of "Inspiring New Machines, Cloud-Driven Growth". 2. Focus: Cutting-edge technologies such as AI boost industry growth. Tang Daosheng, CEO of Tencent Cloud and Smart Industry Group, said that the conference will discuss new developments in cutting-edge technologies such as AI large models and explore feasible paths for digitalization to boost new industry growth. 3. Conference content: Comprehensive display of industrial digitalization The conference will comprehensively display Tencent Cloud's core products, solutions and best practices, and present the latest exploration and practice methods of the industrial Internet. 4. Simultaneous offline and online conferences: Set up multiple conferences to be held offline and online at the same time, including main summits, themed special sessions, and technical special sessions.
- AI 585 2024-08-06 20:19:20
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