AWS Machine Learning Blog

MARCH 25, 2024

In other cases, audio content processed by Amazon Transcribe may contain sensitive data that needs to be protected to comply with local laws and regulations. AWS is responsible for protecting the global infrastructure that runs all of the AWS Cloud. Best Practice 5 – Use tag-based access control.

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Marktechpost

DECEMBER 31, 2023

Large Language Models (LLMs), the latest innovation of Artificial Intelligence (AI), use deep learning techniques to produce human-like text and perform various Natural Language Processing (NLP) and Natural Language Generation (NLG) tasks. The team has summarized their primary contributions as follows.

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AI Researcher AI Research Large Language Models Natural Language Processing 135

Marktechpost

JULY 30, 2023

By harnessing the potential of a vector database, Stack Overflow aims to deliver more intelligent responses to user queries, aligning them precisely with their research topics. This groundbreaking feature enables users to build a comprehensive knowledge base in minutes by leveraging existing, accurate, and trusted content.

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Natural Language Processing Prompt Engineer Prompt Engineering AI 97

Unite.AI

OCTOBER 16, 2023

However, with great power comes great responsibility, and managing these behemoth models in a production setting is non-trivial. Prompt Engineering : Engineering precise prompts is vital to elicit accurate and reliable responses from LLMs, mitigating risks like model hallucination and prompt hacking. Portkey.ai

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NVIDIA

MARCH 18, 2024

3D asset generation is among the latest capabilities Edify offers developers and visual content providers, who will also be able to exert more creative control over AI image generation. Bria , a holistic platform tailored for businesses developing responsible visual generative AI, has adopted Picasso to run inference.

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AWS Machine Learning Blog

APRIL 8, 2024

For RAG-based applications, the accuracy of the generated responses from FMs depend on the context provided to the model. However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories. Contexts are retrieved from vector stores based on user queries.

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Metadata Generative AI Software Development Data Scientist 107

Snorkel AI

JANUARY 30, 2024

Then, the model itself ingests the prompt and yields a response, but the process isn’t over. The post-processing stage refines the response. This stage might, for instance, detect hallucinations to ensure the AI’s generated content is coherent and sensible before delivering the final output to the user.

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LLM Large Language Models AI AI 52

Snorkel AI

JANUARY 30, 2024

Then, the model itself ingests the prompt and yields a response, but the process isn’t over. The post-processing stage refines the response. This stage might, for instance, detect hallucinations to ensure the AI’s generated content is coherent and sensible before delivering the final output to the user.

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LLM Large Language Models AI AI 52

IBM Journey to AI blog

FEBRUARY 14, 2024

YouTube will deliver a curated feed of content suited to customer interests. The same technology can power messaging bots, such as those used by Facebook Messenger and Slack—while Google Assistant, Cortana and IBM watsonx Assistant combine NLP to understand questions and requests , take appropriate actions and compose responses.

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Unite.AI

DECEMBER 26, 2023

In this article, we will look at the pros and cons of this innovative software, then explain its origins, what it is, and who it's best for. Regardless, the realistic AI voices are worth checking out, particularly for video game developers and ASMR content creators. Dedicated and responsive support with plenty of helpful resources.

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AI AI Chatbots AI Chatbots 182

IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. While cost wasn’t the primary driver, it reflects a growing belief that the value generated by gen AI outweighs the price tag.

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Neural Network LLM AI AI 242

Bugra Akyildiz

MAY 12, 2024

The key idea is to learn low-dimensional personalized representations that capture an individual's unique heart rate dynamics in response to exercise. This innovative approach enables DeepSpeed-FastGen to achieve up to 2.3 DeepSpeed-FastGen's performance advantages over existing systems like vLLM are significant.

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Neural Network Large Language Models Python Machine Learning 59

Viso.ai

MARCH 19, 2024

Grounded Segment Anything innovatively combines Grounding DINO’s zero-shot detection capabilities with Segment Anything’s versatile image segmentation. Together, Grounding DINO and Segment Anything enables a more natural, language-driven approach to parsing visual content. What is Grounded-SAM?

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AWS Machine Learning Blog

OCTOBER 30, 2023

Customers are building innovative generative AI applications using Amazon Bedrock APIs using their own proprietary data. Solution overview You can use generative AI to develop a diverse range of applications, such as text summarization, content moderation, and other capabilities. For Name tag , enter bedrock-vpce. from the Univ.

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AWS Machine Learning Blog

JULY 5, 2023

This capability is useful for creating dynamic audio books, educational content, and richer text-to-speech applications. The HTML audio tag is used for this purpose). This approach can be used if the text content is large or the user doesn’t need a real-time response. It sets up the audio player to play the audio.

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Chatbots Machine Learning Python ML 67

John Snow Labs

SEPTEMBER 26, 2023

Supriya Raman, VP of Data Science at JPMorgan, comments, “Using LLMs on domain-specific knowledge bases ensures that we can fine-tune them on data specific to our organization or domain, improving search accuracy, automating tagging, and even generating new content.

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NLP Large Language Models LLM Data Scientist 52

Heartbeat

JULY 11, 2023

Photo by Oleg Laptev on Unsplash By improving many areas of content generation, optimization, and analysis, natural language processing (NLP) plays a crucial role in content marketing. Content Optimization : Sentiment analysis can guide content creation and optimization efforts.

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NLP Natural Language Processing Chatbots Algorithm 40

Pragnakalp

FEBRUARY 4, 2024

Retrieval Augmented Generation enhances large language models by incorporating real-time information from external knowledge bases, ensuring more accurate and up-to-date responses. The choice of this system is crucial, as it shapes inputs to the language model and determines the quality of generated responses.

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AWS Machine Learning Blog

MAY 25, 2023

Furthermore, FMs are trained with a point in time snapshot of data and have no inherent ability to access fresh data at inference time; without this ability they might provide responses that are potentially incorrect or inadequate. The response is provided from the function to the API Gateway.

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LLM Data Ingestion Python ML 77

ODSC - Open Data Science

JANUARY 29, 2024

Using skills such as statistical analysis and data visualization techniques, prompt engineers can assess the effectiveness of different prompts and understand patterns in the responses. They act as the building blocks for everything an LLM does, like comprehending text, generating responses, and completing tasks.

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Prompt Engineer Prompt Engineering LLM Data Science 52

Unite.AI

APRIL 23, 2024

You can work with account managers who will help you build and launch your quiz, and utilize AI, tags, collections, and conditional logic to create product quizzes tailored to your customers' needs. One of the standout features of GoWise is its user-friendly platform, which simplifies the content creation process.

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AI Chatbots AI AI Chatbots 241

Mlearning.ai

JULY 2, 2023

Table of Contents Introduction to Django Setting Up Django Environment Django Project Structure Django Models Django Views Django Templates Django Forms Django URL Configuration Django Admin Interface Django in Analytics and Data Science 1. Django Views Views are responsible for handling user requests and returning responses.

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Data Science Python Data Analysis AI Tools 52

AWS Machine Learning Blog

DECEMBER 13, 2023

The model registry is also responsible for managing the approval status of the model version for subsequent deployment. However, make sure that the token has access to the repository’s contents and actions (workflows, runs, and artifacts). Copy the contents of the seed code directory into the root of your GitHub repository.

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Unite.AI

AUGUST 1, 2023

GPT-4: Prompt Engineering ChatGPT has transformed the chatbot landscape, offering human-like responses to user inputs and expanding its applications across domains – from software development and testing to business communication, and even the creation of poetry. Prompt 1 : “Tell me about Convolutional Neural Networks.”

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AWS Machine Learning Blog

MAY 15, 2024

In this post, we explore how to build an application that generates tests tailored to your own lecture content. This post demonstrates how to use advanced prompt engineering to control an LLM’s behavior and responses. To streamline this cumbersome process, we propose an automated exam generation solution based on Amazon Bedrock.

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Prompt Engineer Prompt Engineering Generative AI Python 90

AWS Machine Learning Blog

OCTOBER 6, 2023

These models process and generate content across various data forms, like text and images. Furthermore, we discuss the diverse applications of these models, focusing particularly on several real-world scenarios, such as zero-shot tag and attribution generation for ecommerce and automatic prompt generation from images.

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Generative AI Prompt Engineer Prompt Engineering Computer Vision 100

How to Learn Machine Learning

JANUARY 21, 2023

This has helped to drive innovation in the industry. AI-powered entertainment systems can also provide us with personalized content recommendations and virtual reality experiences. Tags: Artificial Intelligence trends, AI Trends, Artificial Intelligence, AI projects.

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Artificial Intelligence Artificial Intelligence Robotics Natural Language Processing 52

Marktechpost

OCTOBER 23, 2023

Artificial intelligence content generation’s rapid evolution, particularly in text-to-image (T2I) models, has ushered in a new era of high-quality, diverse, and creative AI-generated content. Commercial LLMs successfully generated images with corresponding text responses, while open-source LLMs showed varying degrees of success.

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Large Language Models Prompt Engineer Prompt Engineering LLM 119

AWS Machine Learning Blog

NOVEMBER 1, 2023

These challenges arise due to the vast volume and variety of data, data fragmentation, encryption, data sharing, dynamic content, false positives and negatives, contextual understanding, legal complexities, resource constraints, evolving data, user-generated content, and adaptive threats.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

Use the “Generative AI” tag as you are browsing the session catalog to find them. Then, as we started doing last re:Invent, we’ll be offering several sessions on how to build AI responsibly. The greater the power of latest transformer-based models, the greater the responsibility of all ML practitioners to do this right.

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ML Generative AI Prompt Engineer Prompt Engineering 113

PyImageSearch

JANUARY 1, 2024

Home Table of Contents Introduction to Gemini Pro Vision Google AI Studio Creating a Prompt Using Google AI Studio Gemini Pro Vision API Summary Citation Information Introduction to Gemini Pro Vision In this tutorial, you will learn how to get started with Gemini Pro Vision. This is for our reference only and won’t be seen by the Model.

Computer Vision 114

Computer Vision Deep Learning Python Natural Language Processing 114

Unite.AI

JANUARY 5, 2024

At Unisound, we observed a gap in the market for intelligent, responsive advertising solutions. Originally, Instreamatic was born from a vision to transform how audio publishers monetize their content. These ads are all generated and delivered without recording new voice or voice-over content.

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AWS Machine Learning Blog

APRIL 7, 2023

As one of the most prominent use cases to date, machine learning (ML) at the edge has allowed enterprises to deploy ML models closer to their end-customers to reduce latency and increase responsiveness of their applications. Create a file called invoke.py

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BERT Metadata Natural Language Processing ML 80

Pragnakalp

JANUARY 1, 2024

Introduction Welcome to the world of Mistral AI, where revolutionary developments in Language Model Technology meet user-friendly innovation! This particular model has undergone fine-tuning to align with a specific prompting format, necessitating the inclusion of instructions within designated [INST] and [/INST] tags. device) model.to(device)

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AWS Machine Learning Blog

SEPTEMBER 28, 2023

In the rapidly evolving world of AI and machine learning (ML), foundation models (FMs) have shown tremendous potential for driving innovation and unlocking new use cases. To strike a balance between agility, innovation, and adherence to standards, a robust platform becomes essential.

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Heartbeat

OCTOBER 19, 2023

Text Generation: LLMs can generate human-like text, which has applications in content creation, chatbots, and even creative writing. Chatbots and Virtual Assistants: LLMs can be used to power chatbots and virtual assistants, providing human-like interactions and personalized responses to users 6. Step 1: Login to the Comet website.

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Large Language Models LLM Metadata Deep Learning 52

AWS Machine Learning Blog

AUGUST 15, 2023

Efficiently discovering and searching for specific content within digital assets is crucial for businesses to optimize workflows, streamline collaboration, and deliver relevant content to the right audience. In reality, most of the digital assets lack informative metadata that enables efficient content search.

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