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Tag: HuggingFace

Deploy a Hugging Face (PyAnnote) speaker diarization model on Amazon SageMaker as an asynchronous endpoint | Amazon Web Services

Speaker diarization, an essential process in audio analysis, segments an audio file based on speaker identity. This post delves into integrating Hugging Face’s PyAnnote...

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Utilizing Pandas AI for Data Analysis – KDnuggets

Are you proficient in the data field using Python? If so, I bet most of you use Pandas for data manipulation. If you don’t know,...

Build knowledge-powered conversational applications using LlamaIndex and Llama 2-Chat | Amazon Web Services

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications,...

Opera unveils built-in LLMs that run locally

Opera revealed today its initiative to incorporate experimental support for 150 local Large Language Model (LLM) variants, originating from around 50 different model families....

Scale LLMs with PyTorch 2.0 FSDP on Amazon EKS – Part 2 | Amazon Web Services

This is a guest post co-written with Meta’s PyTorch team and is a continuation of Part 1 of this series, where we demonstrate the...

A Hands-On Guide to Creating a PDF-based Q&A Assistant with Llama2 and LlamaIndex

Introduction The advent of AI and machine learning has revolutionized how we interact with information, making it easier to retrieve, understand, and utilize. In this...

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...

Pervasive LLM Hallucinations Expand Code Developer Attack Surface

Software developers' use of large language models (LLMs) presents a bigger opportunity than previously thought for attackers to distribute malicious packages to development environments,...

Advanced RAG patterns on Amazon SageMaker | Amazon Web Services

Today, customers of all industries—whether it’s financial services, healthcare and life sciences, travel and hospitality, media and entertainment, telecommunications, software as a service (SaaS),...

5 Ways To Use LLMs On Your Laptop – KDnuggets

Image by Author  Accessing ChatGPT online is very simple - all you need is an internet connection and a good browser. However, by doing...

Build a RAG data ingestion pipeline for large-scale ML workloads | Amazon Web Services

For building any generative AI application, enriching the large language models (LLMs) with new data is imperative. This is where the Retrieval Augmented Generation...

Fooocus is the easiest way to create AI art on your PC

Fooocus is the easiest way to create AI art on your PC | PCWorld Skip to content <!-- --> Image: Mark Hachman / IDG What’s the simplest...

Large language model SauLM-7B aims for legal applications

Machine-learning researchers and legal experts have released SauLM-7B, which they claim is the first text-generating open source large language model specifically focused on legal...

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