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Tag: text classification

Guide to Fine-tuning Gemini for Masking PII Data

Introduction With the advent of Large Language Models (LLMs), they have permeated numerous applications, supplanting smaller transformer models like BERT or Rule Based Models in...

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Heart of the Matter: Demystifying Copying in the Training of LLMs – DATAVERSITY

Reflecting on the past 15 months, the progress made in generative AI and large language models (LLMs) following the introduction and availability of ChatGPT...

Natural Language Processing: Bridging Human Communication with AI – KDnuggets

Photo by ROMAN ODINTSOV  Imagine a world where machines are able to understand what you say and how you feel; where you can talk to...

Build enterprise-ready generative AI solutions with Cohere foundation models in Amazon Bedrock and Weaviate vector database on AWS Marketplace | Amazon Web Services

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these...

Reduce inference time for BERT models using neural architecture search and SageMaker Automated Model Tuning | Amazon Web Services

In this post, we demonstrate how to use neural architecture search (NAS) based structural pruning to compress a fine-tuned BERT model to improve model...

Fine-tune and deploy Llama 2 models cost-effectively in Amazon SageMaker JumpStart with AWS Inferentia and AWS Trainium | Amazon Web Services

Today, we’re excited to announce the availability of Llama 2 inference and fine-tuning support on AWS Trainium and AWS Inferentia instances in Amazon SageMaker...

Build financial search applications using the Amazon Bedrock Cohere multilingual embedding model | Amazon Web Services

Enterprises have access to massive amounts of data, much of which is difficult to discover because the data is unstructured. Conventional approaches to analyzing...

Kickstart Your NLP Journey with These 5 Free Courses – KDnuggets

Image by Author  When you’re on the verge of wanting to learn something new, a big factor you consider is how much this will...

Supercharge Your AI with HuggingGPT

Introduction Artificial Intelligence (AI) has revolutionized various industries, enabling machines to perform complex tasks that were once considered exclusive to human intelligence. One of the...

Evaluating Methods for Calculating Document Similarity – KDnuggets

Image by Editor Data science is a field that has grown tremendously in the last hundred years because of advancements made in the field of...

Easily Integrate LLMs into Your Scikit-learn Workflow with Scikit-LLM – KDnuggets

Image Generated by DALL-E 2  Text analysis tasks have been around for some time as the needs are always there. Research has come a...

Create a web UI to interact with LLMs using Amazon SageMaker JumpStart | Amazon Web Services

The launch of ChatGPT and rise in popularity of generative AI have captured the imagination of customers who are curious about how they can...

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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