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Accelerate Mixtral 8x7B pre-training with expert parallelism on Amazon SageMaker

Mixture of Experts (MoE) architectures for large language models (LLMs) have recently gained popularity due to their ability to increase model capacity and computational efficiency compared to fully dense models. By utilizing sparse expert subnetworks that process different subsets of tokens, MoE models can effectively increase the number of parameters while requiring less computation per […]

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OpenAI will reportedly pay $250 million to put News Corp’s journalism in ChatGPT

OpenAI and News Corp, the owner of The Wall Street Journal, MarketWatch, The Sun, and more than a dozen other publishing brands, have struck a multi-year deal to display news from these publications in ChatGPT, News Corp announced on Wednesday. OpenAI will be able to access both current and well as archived content from News

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Create a multimodal assistant with advanced RAG and Amazon Bedrock

Retrieval Augmented Generation (RAG) models have emerged as a promising approach to enhance the capabilities of language models by incorporating external knowledge from large text corpora. However, despite their impressive performance in various natural language processing tasks, RAG models still face several limitations that need to be addressed. Naive RAG models face limitations such as

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Mixtral 8x22B is now available in Amazon SageMaker JumpStart

Today, we are excited to announce the Mixtral-8x22B large language model (LLM), developed by Mistral AI, is available for customers through Amazon SageMaker JumpStart to deploy with one click for running inference. You can try out this model with SageMaker JumpStart, a machine learning (ML) hub that provides access to algorithms and models so you

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Apple will reportedly offer higher trade-in credit for old iPhones for the next two weeks

It might be a good time to finally upgrade your iPhone if you’ve been hanging onto an older model — according to Bloomberg’s Mark Gurman, Apple will be offering a little more than usual for some trade-ins starting next week in the US and Canada. The company itself hasn’t said anything about the promotion, but

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How LotteON built a personalized recommendation system using Amazon SageMaker and MLOps

This post is co-written with HyeKyung Yang, Jieun Lim, and SeungBum Shim from LotteON. LotteON aims to be a platform that not only sells products, but also provides a personalized recommendation experience tailored to your preferred lifestyle. LotteON operates various specialty stores, including fashion, beauty, luxury, and kids, and strives to provide a personalized shopping

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Threads search will finally be usable with ‘recent’ tab rollout

Threads is inching closer to becoming an actually useful source for real-time news and updates. The app is finally rolling out the ability to search posts in order of recency, after the feature last month. “In an effort to make it easier to find timely, relevant content on Threads, we’re introducing a Recent tab for

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AVT Awarded Contract in Support of PEO STRI for Apache Simulators as a Foreign Military Sales Case

AVT Simulation, Orlando, Florida is sole source awarded a major contract from the International Program Office, PEO STRI for two Targeted Fidelity Apache Tactical Trainers (TFATT). TFATT is an extension of the AVT product line Targeted Fidelity Aircraft Trainer-Apache (TFAT-A). In addition to the TFATT, AVT will create the Tactical Control Center that will be

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