Algorithm, Linked Data and Software Engineer - Artificial Intelligence Zone

Deploy pre-trained models on AWS Wavelength with 5G edge using Amazon SageMaker JumpStart

AWS Machine Learning Blog

APRIL 7, 2023

Although AWS offers a number of options for model training—from AWS Marketplace models and SageMaker built-in algorithms—there are a number of techniques to deploy open-source ML models. JumpStart provides access to hundreds of built-in algorithms with pre-trained models that can be seamlessly deployed to SageMaker endpoints.

BERT

BERT Metadata Natural Language Processing ML

An introduction to preparing your own dataset for LLM training

AWS Machine Learning Blog

DECEMBER 19, 2024

Apply the MinHash algorithm as shown in the preceding example and calculate the similarity scores between paragraphs. He carries an experience of more than a decade and a half working on entire ML and software engineering stack. Finally, the extract method extracts the content of the main body which is the blog post itself.

LLM

LLM Machine Learning Natural Language Processing ML

Artificial Intelligence Zone

Deploy pre-trained models on AWS Wavelength with 5G edge using Amazon SageMaker JumpStart

An introduction to preparing your own dataset for LLM training

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