AI’s biggest obstacle? Data reliability. Astronomer’s new platform tackles the challenge
Astronomer launches Astro Observe, an AI-powered data observability platform that combines orchestration and monitoring.Read More
Implementing Multi-Modal RAG Systems
Large language models (LLMs) have evolved and permeated our lives so much and so quickly that many we have become dependent on them in all sorts of scenarios.
Findings of the IWSLT 2024 Evaluation Campaign
Ibrahim Said Ahmad†, Antonios Anastasopoulos††††, Ondřej Bojar¶, Claudia Borg††, Marine Carpuat‡, Roldano Cattoni§, Mauro Cettolo§, William Chen‡‡, Qianqian Dong¶¶, Marcello Federico§§, Barry Haddow‡‡‡, Dávid Javorsky¶, Mateusz Krubiński¶, Tsz Kin Lam‡‡‡, Xutai Ma‡‡§, Prashant Mathur§§, Evgeny Matusov¶¶¶, Chandresh Kumar Maurya¶¶†, John P. McCrae†††, Kenton Murray†††, Satoshi Nakamura§§§, Matteo Negri§, Jan Niehues††¶, Xing Niu§§, Atul Kr. Ojha†††, …
Fine-tune LLMs with synthetic data for context-based Q&A using Amazon Bedrock
There’s a growing demand from customers to incorporate generative AI into their businesses. Many use cases involve using pre-trained large language models (LLMs) through approaches like Retrieval Augmented Generation (RAG). However, for advanced, domain-specific tasks or those requiring specific formats, model customization techniques such as fine-tuning are sometimes necessary. Amazon Bedrock provides you with the …
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What Are Foundation Models?
Editor’s note: This article, originally published on March 13, 2023, has been updated. The mics were live and tape was rolling in the studio where the Miles Davis Quintet was recording dozens of tunes in 1956 for Prestige Records. When an engineer asked for the next song’s title, Davis shot back, “I’ll play it, and …
Too many models, too much confusion: OpenAI pledges to simplify its product line
Altman is the rare CEO to admit that the number of models the company released has made their core products more complicated to use.Read More
DOGE Has Started Gutting a Key US Technology Agency
At least dozens of workers at the Technology Transformation Service were fired on Wednesday, a day after similar sudden cuts at the Consumer Financial Protection Bureau.
The limitations of language: AI models still lag behind humans in simple text comprehension tests
An international research team led by the URV has analyzed the capabilities of seven artificial intelligence (AI) models in understanding language and compared them with those of humans.
Next-Level Data Science (7-Day Mini-Course)
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Creating Custom Layers and Loss Functions in PyTorch
Creating custom layers and loss functions in