Marktechpost

DECEMBER 23, 2024

Various Large Language Models (LLMs) have attempted to address the challenge of event data extraction, each with distinct approaches and capabilities. This creates a fundamental challenge in effectively combining domain expertise with computational methodologies to achieve accurate and efficient text analysis.

Large Language Models 79

Large Language Models NLP Natural Language Processing BERT 79

AWS Machine Learning Blog

OCTOBER 30, 2024

We showcase two different sentence transformers, paraphrase-MiniLM-L6-v2 and a proprietary Amazon large language model (LLM) called M5_ASIN_SMALL_V2.0 , and compare their results. M5 LLMS are BERT-based LLMs fine-tuned on internal Amazon product catalog data using product title, bullet points, description, and more.

BERT 87

BERT Categorization Data Scientist Machine Learning 87

The MLOps Blog

FEBRUARY 15, 2024

In a time where economic challenges force companies to streamline operations, machine-learning (ML) specialists and adjacent roles are not immune to the trend of mass layoffs. The rapid advancements of Large Language Models (LLMs) are changing the day-to-day work of ML practitioners and how company leadership thinks about AI.

NLP 59

NLP Natural Language Processing Data Scientist Software Engineer 59

Snorkel AI

OCTOBER 4, 2023

Lenders and credit bureaus can build AI models that uncover patterns from historical data and then apply those patterns to new data in order to predict future behavior. Instead of the rule-based decision-making of traditional credit scoring, AI can continually learn and adapt, improving accuracy and efficiency.

Data Scientist 64

Data Scientist Neural Network AI AI 64

Snorkel AI

OCTOBER 4, 2023

Lenders and credit bureaus can build AI models that uncover patterns from historical data and then apply those patterns to new data in order to predict future behavior. Instead of the rule-based decision-making of traditional credit scoring, AI can continually learn and adapt, improving accuracy and efficiency.

Data Scientist 59

Data Scientist Neural Network AI AI 59

Viso.ai

JANUARY 2, 2024

Llama 2 is here – the latest pre-trained large language model (LLM) by Meta AI, succeeding Llama version 1. Our software helps industry leaders efficiently implement real-world deep learning AI applications with minimal overhead for all downstream tasks. Training Loss for all Llama 2 Models compared.

Deep Learning 52

Deep Learning Large Language Models Computer Vision Neural Network 52

Snorkel AI

OCTOBER 4, 2023

Lenders and credit bureaus can build AI models that uncover patterns from historical data and then apply those patterns to new data in order to predict future behavior. Instead of the rule-based decision-making of traditional credit scoring, AI can continually learn and adapt, improving accuracy and efficiency.

Data Scientist 52

Data Scientist AI AI Neural Network 52

The MLOps Blog

JANUARY 30, 2025

TL;DR Finding an optimal set of hyperparameters is essential for efficient and effective training of Large Language Models (LLMs). The key LLM hyperparameters influence the model size, learning rate, learning behavior, and token generation process. Its also an obstacle to continue model training later.

LLM 64

LLM Machine Learning Large Language Models Deep Learning 64

Bugra Akyildiz

MAY 4, 2024

Articles Pathscopes is a new framework from Google for inspecting the hidden representations of language models. Language models, such as BERT and GPT-3, have become increasingly powerful and widely used in natural language processing tasks.

Neural Network 52

Neural Network Algorithm ML Continuous Learning 52

AWS Machine Learning Blog

JUNE 27, 2024

These agents can break down complicated, multi-step tasks into branched solutions, and are capable of evaluating the generated solutions dynamically while continually learning from past experiences. We calculated accuracy by matching the model’s answer to the expected answer, using the top 10 passages retrieved from a Wikipedia corpus.

Software Engineer 117

Software Engineer Large Language Models AI AI 117

ODSC - Open Data Science

NOVEMBER 4, 2024

Introduction — Bridging the Gap Between Prototype and Production Working with AI has never been more approachable than since the advent of aligned, pre-trained Large Language Models (LLMs) like GPT-4, Claude, Mistral, Llama, and many others. As AI continues to evolve, staying updated with the latest techniques is crucial.

Prompt Engineer 52

Prompt Engineer Prompt Engineering BERT Large Language Models 52

AWS Machine Learning Blog

DECEMBER 11, 2024

Their AI vision is to provide their customers with an active system that continuously learns from customer behaviors and optimizes engagement in real time. He specializes in building ML pipelines using large language models, primarily through Amazon Bedrock and other AWS Cloud services.

Generative AI 68

Generative AI Chatbots Prompt Engineer Prompt Engineering 68