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Tag: evaluation metrics

Evaluate the text summarization capabilities of LLMs for enhanced decision-making on AWS | Amazon Web Services

Organizations across industries are using automatic text summarization to more efficiently handle vast amounts of information and make better decisions. In the financial sector,...

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Stability AI’s TripoSR: From Image to 3D Model in Seconds

Introduction The ability to transform a single image into a detailed 3D model has long been a pursuit in the field of computer vision and...

Federated learning on AWS using FedML, Amazon EKS, and Amazon SageMaker | Amazon Web Services

This post is co-written with Chaoyang He, Al Nevarez and Salman Avestimehr from FedML. Many organizations are...

Back to Basics Pathway – KDnuggets

Image by Author  A lot has happened in the year 2023 and some of you are probably considering transitioning into a data science career....

NeurIPS 2023: Key Takeaways From Invited Talks

Generated with Midjourney The NeurIPS 2023 conference, held in the vibrant city of New Orleans from December 10th to 16th, had a particular emphasis on...

10 GitHub Repositories to Master Machine Learning – KDnuggets

Image generated with DALLE-3  Mastering machine learning (ML) may seem overwhelming, but with the right resources, it can be much more manageable. GitHub, the...

Operationalize LLM Evaluation at Scale using Amazon SageMaker Clarify and MLOps services | Amazon Web Services

In the last few years Large Language Models (LLMs) have risen to prominence as outstanding tools capable of understanding, generating and manipulating text with...

Exploring Open-Source Alternatives to OpenAI Models

Introduction November has been dramatic in the AI space. It has been quite a ride from the launch of GPT stores, GPT-4-turbo, to the OpenAI...

Create Stunning Data Viz in Seconds with ChatGPT – KDnuggets

Image by Author Data visualization is a crucial skill for anyone working with data. But creating beautiful, informative data viz can be time-consuming and require...

NMPA Clinical Guideline Issued for AI Detection Software

NMPA released the “Clinical Evaluation Guideline on Artificial Intelligence-assisted Detection Medical Devices (Software)” on November 7, 2023. The guideline refers to FDA guidance of...

Customizing coding companions for organizations | Amazon Web Services

Generative AI models for coding companions are mostly trained on publicly available source code and natural language text. While the large size of...

Customize Amazon Textract with business-specific documents using Custom Queries | Amazon Web Services

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from scanned documents. Queries is a feature that enables...

Dialogue-guided visual language processing with Amazon SageMaker JumpStart | Amazon Web Services

Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing....

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