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Dynatrace Extends Unified Observability To Generative AI Apps

We need to make sure we look at AI functions to look at their provenance, observe their state and status, watch their behavior and scrutinize the validity of the decisions they take. ....

Bernd Greifeneder , Ali Dalloul , Azure Openai Service , Microsoft Azure Openai Service , Artificial Intelligence , Application Programming Interfaces , Large Language Models , Large Language , Nvidia Graphical Processing Units , Microsoft Azure , Amazon Sagemaker , Steve Tack , Pair Encoding , Generative Ai ,

How continuous batching enables 23x throughput in LLM inference while reducing p50 latency

In this blog, we discuss continuous batching, a critical systems-level optimization that improves both throughput and latency under load for large language models. ....

United States , Stephanie Wang , Amog Kamsetty , Aidan Gomez , John Schulman , Woosuk Kwon , Zhuohan Li , Edward Oakes , Sam Altman , Pair Encoding , Distributed Serving System , Transformer Based Generative Models , Hugging Face , Ray Serve , Antoni Baum , Ray Slack , Gray Summit ,

All languages are NOT created (tokenized) equal

Language models cost much more in some languages than others ....

New York , United States , Mark Dredze , Zhang Deyim Dianxin , Jin Tsu , Denys Linkov , Sebastian Ruder , Ivan Vuli , Matthews Haspelmath , Shijie Wu , Findings Of The Association For Computational Linguistics , Dimensional Exploration Of The Research Manifold , Danish National Archives , Association For Computational Linguistics , Techs World Wide Web Technology , Pair Encoding , Natural Language , World Wide Web Technology Surveys , Common Crawl , Representing Chinese Typography , Zhang Deyim , Google Fonts , Chinese Morse , Byte Pair Encoding , Huggingface Transformers , Token Distribution ,