AWS Machine Learning Blog

FEBRUARY 20, 2024

Trusted by the biggest names in entertainment, ZOO Digital delivers high-quality localization and media services at scale, including dubbing, subtitling, scripting, and compliance. In the following sections, we delve into the details of deploying the WhisperX model on SageMaker, and evaluate the diarization performance.

AWS 99

AWS AI AI Machine Learning 99

Flipboard

NOVEMBER 20, 2023

We use two AWS Media & Entertainment Blog posts as the sample external data, which we convert into embeddings with the BAAI/bge-small-en-v1.5 Deploy the BAAI/bge-small-en-v1.5 In the following sections, we walk you through the steps of implementing this solution in SageMaker Studio notebooks. embeddings.

AWS 128

AWS Database Machine Learning Machine Learning 128

AWS Machine Learning Blog

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. We use an ml.t3.medium

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AWS Machine Learning Machine Learning AI 115

AWS Machine Learning Blog

SEPTEMBER 8, 2023

Overview of solution The solution is divided into two main sections. In the second main section, you have an API to query your OpenSearch Service index for images using OpenSearch’s intelligent search capabilities to find images that are semantically similar to your text. You then generate an embedding of the metadata using a LLM.

K-nearest Neighbors 99

K-nearest Neighbors AWS ML ML 99

AWS Machine Learning Blog

SEPTEMBER 6, 2023

We discuss both methods in this section. nn For performance benchmarking of different models on the Dolly and Dialogsum dataset, refer to the Performance benchmarking section in the appendix at the end of this post. In this section, we specify an example dataset in both formats. Please retry using a different ML instance type.”

ML 101

ML ML Machine Learning Machine Learning 101