您现在的位置是:Microsoft improves Translator and Azure AI services with new AI 'Z >>正文
Microsoft improves Translator and Azure AI services with new AI 'Z
后花园论坛社区|2024夜上海论坛网|爱上海419论坛 -- Back garden6人已围观
简介Credit: MicrosoftMicrosoft is updating its Translator and other Azure AI services with a set of AI m...
Microsoft is updating its Translator and other Azure AI services with a set of AI models called Z-code, officials announced on March 22. These updates will improve the quality of machine translations, as well as help these services support more than just the most common languages that have less available training data.
The new Z-code models use a sparse "Mixture of Experts" approach, which Microsoft execs described as being more efficient to run because it only needs to engage a portion of the model to complete a task. The result, according to Microsoft: Massive scale in the number of model parameters while keeping the amount of compute constant.
Microsoft recently deployed Z-code models to improve common language-understanding tasks like name entity recognition, text summarization, custom text classification and key phrase extraction across its various Azure AI services. But today's development marks "the first time a company has publicly demonstrated that it can use this new class of Mixture of Experts models to power machine translation products."
Z-code is part of Microsoft's larger XYZ-code project which seeks to combine models for text, vision, audio and multiple languages to create more powerful and integrated AI systems that can better speak, hear, see and understand. The Z-code models fall under the Microsoft AI at Scale and Turing initiatives which are seeking to develop large models that are pretrained using large amounts of textual data and which can be integrated directly into Microsoft and customer-developed products.
Officials said in order to get these models into production, Microsoft is using NVIDIA GPUs and its Triton Inference Server to deploy and scale them efficiently.
Speaking of NVIDIA, Microsoft announced today that it is working with NVIDIA to bring its confidential computing capability to NVIDIA GPUs.
Azure Chief Technology Officer and Technical Fellow Mark Russinovich explained the significance in a March 22 blog post:
"With confidential GPUs, data is encrypted when it is transferred between the CPU and GPU over the PCIe bus with keys that are securely exchanged between NVIDIA's device driver and the GPU. The only place where data is decrypted is within a hardware-protected, isolated environment within the GPU package where it can be processed to generate models or inference results. Much like other Azure confidential computing solutions, confidential GPUs support cryptographic attestation based on a unique GPU identity provisioned by NVIDIA during manufacturing. Using remote attestation, organizations can independently verify that their data is only processed within genuine and correctly configured confidential GPUs."
Tags:
转载:欢迎各位朋友分享到网络,但转载请说明文章出处“后花园论坛社区|2024夜上海论坛网|爱上海419论坛 -- Back garden”。http://dzbz.com.cn/news/7946.html
相关文章
Google debuts Magic Editor, an AI
Microsoft improves Translator and Azure AI services with new AI 'ZGoogle CEO, Sundar Pichai, announces new Magic Editor during Google I/O 2023.GoogleGoogle I/O is del...
阅读更多
Google Cloud expands developer tools and data analytics capabilities with generative AI
Microsoft improves Translator and Azure AI services with new AI 'ZSOPA Images/Contributor/Getty ImagesAt this week's big Google Cloud conference, Google Next '23, exe...
阅读更多
Google Photos' new video
Microsoft improves Translator and Azure AI services with new AI 'ZGoogle Photos' new movie editor tool is coming to Chromebooks first. Image: GoogleIn the coming mont...
阅读更多
热门文章
- AWS and Salesforce team up to help content distributors deliver better streaming services
- These two countries are teaming up to develop AI for cybersecurity
- This company brilliantly mocks consultants' nonsense (while spouting consultants' nonsense)
- AI and DevOps, combined, may help unclog developer creativity
- Rocky Linux arrives on Google Cloud
- ChatGPT performs like a 9