AWS Machine Learning Blog

APRIL 4, 2025

This post explores how Lumi uses Amazon SageMaker AI to meet this goal, enhance their transaction processing and classification capabilities, and ultimately grow their business by providing faster processing of loan applications, more accurate credit decisions, and improved customer experience.

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Auto-classification BERT Machine Learning AI 96

AWS Machine Learning Blog

NOVEMBER 22, 2023

DL2q instances are the first instances to bring Qualcomm’s artificial intelligent (AI) technology to the cloud. Model category Number of models Examples​ NLP​ 157 BERT, BART, FasterTransformer, T5, Z-code MOE Generative AI – NLP 40 LLaMA, CodeGen, GPT, OPT, BLOOM, Jais, Luminous, StarCoder, XGen Generative AI – Image 3 Stable diffusion v1.5

BERT 130

BERT Deep Learning Python Auto-classification 130

AWS Machine Learning Blog

NOVEMBER 1, 2023

Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing. Solution overview The proposed VLP solution integrates a suite of state-of-the-art generative AI modules to yield accurate multimodal outputs.

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Auto-classification LLM Auto-complete Generative AI 121

AWS Machine Learning Blog

AUGUST 8, 2023

Artificial intelligence (AI) adoption is accelerating across industries and use cases. Recent scientific breakthroughs in deep learning (DL), large language models (LLMs), and generative AI is allowing customers to use advanced state-of-the-art solutions with almost human-like performance.

BERT 95

BERT Deep Learning Auto-classification Python 95

AWS Machine Learning Blog

JUNE 12, 2023

GPT-J is an open-source 6-billion-parameter model released by Eleuther AI. It can support a wide variety of use cases, including text classification, token classification, text generation, question and answering, entity extraction, summarization, sentiment analysis, and many more. 24xlarge, ml.g5.48xlarge, ml.p4d.24xlarge,

Deep Learning 84

Deep Learning Auto-classification Computer Vision Machine Learning 84

Topbots

JUNE 29, 2023

It not only requires SQL mastery on the part of the annotator, but also more time per example than more general linguistic tasks such as sentiment analysis and text classification. 4] In the open-source camp, initial attempts at solving the Text2SQL puzzle were focussed on auto-encoding models such as BERT, which excel at NLU tasks.[5,

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Algorithm Auto-complete Data Scientist Auto-classification 52

AWS Machine Learning Blog

OCTOBER 23, 2024

Solution overview BGE stands for Beijing Academy of Artificial Intelligence (BAAI) General Embeddings. It is a family of embedding models with a BERT-like architecture, designed to produce high-quality embeddings from text data. Auto scaling helps make sure the endpoint can handle varying workloads efficiently.

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Auto-complete Auto-classification Generative AI Artificial Intelligence 83