Heartbeat

APRIL 10, 2023

A Lego design in the style of Refik Anadol, representing a colorful Istanbul like pixels moving in the flow of waves.” — — Created by Midjourney, prompted by Yavuz Kömeçoğlu ChatGPT has been tested in many different scenarios and has been able to show very high performance in important tests. What is Prompt Engineering?

Prompt Engineer 83

Prompt Engineer Prompt Engineering OpenAI ChatGPT 83

Towards AI

FEBRUARY 15, 2023

Microsoft announced an AI-powered version of the Bing search engine that incorporates OpenAI’s ChatGPT technology into its Edge browser. You can rapidly and affordably create a prototype or minimum viable product on the back of prompting or fine-tuning APIs of LLMs like ChatGPT. Hottest News 1.

Large Language Models 88

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

AWS Machine Learning Blog

MAY 2, 2024

In this post, we summarize the new enhancements, and guide you through the process of training a model and providing recommendations for your users. If you use Amazon Personalize with generative AI, you can also feed the metadata into prompts. Train a model After the dataset import job is complete, you can analyze data before training.

Metadata 91

Metadata Software Engineer Large Language Models Machine Learning 91

Snorkel AI

OCTOBER 13, 2023

In this guide, we will explore how to fine-tune GPT-3.5 Improved response times: Customized models require fewer tokens in their prompts, allowing the model to arrive at an answer more quickly. This reduces prompt engineering and delivers users an acceptable response in fewer attempts, thereby reducing costs.

Prompt Engineer 64

Prompt Engineer Prompt Engineering Large Language Models OpenAI 64

AWS Machine Learning Blog

OCTOBER 6, 2023

Large language models (LLMs) are revolutionizing fields like search engines, natural language processing (NLP), healthcare, robotics, and code generation. Another essential component is an orchestration tool suitable for prompt engineering and managing different type of subtasks. A feature store maintains user profile data.

Generative AI 111

Generative AI LLM Natural Language Processing Metadata 111

Robot Writers AI

MAY 19, 2024

ChatGPT Can Now Talk With Itself — At Length In a startling new video, ChatGPT’s maker OpenAI showcased how two smartphones running its latest AI engine can observe the world together, think about the world together and talk about the world together. One hopes, something kind.

ChatGPT 52

ChatGPT OpenAI AI Engineer Robotics 52

Towards AI

JANUARY 30, 2024

GPT-4 demonstrated impressive capabilities without specific prompting, outperforming Stanford School of Medicine students in free-response case questions that simulate the US Medical License Examinations. GPT-4) with strategic prompting. This post is a guide on implementing it from scratch with PyTorch.

OpenAI 84

OpenAI AI AI Neural Network 84

Snorkel AI

OCTOBER 13, 2023

In this guide, we will explore how to fine-tune GPT-3.5 Improved response times: Customized models require fewer tokens in their prompts, allowing the model to arrive at an answer more quickly. This reduces prompt engineering and delivers users an acceptable response in fewer attempts, thereby reducing costs.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models OpenAI 59

Mlearning.ai

OCTOBER 2, 2023

So, fine-tuning is a way that helps improve model performance by training on specific examples of prompts and desired responses. PEFT is like giving your pre-trained model a mini makeover rather than a complete overhaul. Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning.” What is PEFT?

Large Language Models 98

Large Language Models BERT Categorization LLM 98

ODSC - Open Data Science

AUGUST 24, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. Various prompting techniques, such as Zero/Few Shot, Chain-of-Thought (CoT)/Self-Consistency, ReAct, etc.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Responsible AI 52

Heartbeat

NOVEMBER 1, 2023

However, their power is rooted in their advanced architectures and their ability to effectively interpret and respond to user prompts. At first glance, one might perceive a prompt as a simple question or request. Yet, in Language Models, prompts are the bridge that connects human intent to machine-generated responses.

LLM 52

LLM Prompt Engineer Prompt Engineering Data Scientist 52

AWS Machine Learning Blog

APRIL 24, 2024

The Amazon EU Design and Construction (Amazon D&C) team is the engineering team designing and constructing Amazon warehouses. The Amazon D&C team implemented the solution in a pilot for Amazon engineers and collected user feedback. of overall responses) can be addressed by user education and prompt engineering.

LLM 109

LLM AI AI Generative AI 109

Unite.AI

DECEMBER 21, 2023

One tool that often comes up in the conversation is Semrush , but is it the best search engine optimization tool out there? There are plenty of helpful resources: a help center, online demos, a blog, and an academy. Analyze competitors' blogs to gain insights into their strategies and stay ahead. Who is Semrush Best For?

AI Tools 245

AI Tools Categorization Explainability AI 245

AWS Machine Learning Blog

MARCH 27, 2024

Amazon Titan lmage Generator G1 is a cutting-edge text-to-image model, available via Amazon Bedrock , that is able to understand prompts describing multiple objects in various contexts and captures these relevant details in the images it generates. It is available in US East (N. The following diagram illustrates this workflow.

Prompt Engineer 86

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 86

Unite.AI

JULY 13, 2023

Use it to create compelling ad campaigns, blog posts, and social media captions with specific keywords. Templates: Use Jasper’s Power mode to access 50+ templates for different use cases, from writing a blog post outline to entire blog articles in one go. New blog post: Write an entire blog post instantly with Jasper.

AI 130

AI AI Natural Language Processing ChatGPT 130

AWS Machine Learning Blog

MARCH 4, 2024

It can navigate open-ended prompts, and novel scenarios with remarkable fluency, including task automation, hypothesis generation, and analysis of charts, graphs, and forecasts. His team’s mission is to help organizations put their data to work with a complete, end-to-end data solution to store, access, analyze, and visualize, and predict.

Generative AI 135

Generative AI Automation AI AI 135

deepsense.ai

OCTOBER 8, 2023

We can define an AI Agent as a computer program or system that can perceive its environment, process information, and make decisions or take actions to achieve specific goals (such as solving software engineering problems). In this article we will focus solely on AI Agents capable of solving software engineering and data science problems.

Auto-complete 92

Auto-complete LLM AI AI 92

AWS Machine Learning Blog

FEBRUARY 29, 2024

It allows you to seamlessly customize your RAG prompts and retrieval strategies—we provide the source attribution, and we handle memory management automatically. When generating a response for the user, the semantically similar documents are prompted in the text model, together with source attribution for traceability. Choose Next.

Machine Learning 113

Machine Learning Computer Vision Generative AI Explainability 113

AWS Machine Learning Blog

NOVEMBER 27, 2023

After retrieving relevant contexts, they may need additional preprocessing, like truncation, before being concatenated to the user’s query to create the final prompt for the foundation model. Solution overview In this post, we work with a PDF documentation dataset— Amazon Bedrock user guide. Choose your domain.

Generative AI 74

Generative AI Metadata LLM Python 74

Heartbeat

NOVEMBER 22, 2023

Prompting for Developers: A Guideline II. Prompting for Developers: A Guideline Principle 1: Write Clear and Specific Instructions Delimiters for Precision : start clearly. These act as navigational aids, precisely guiding the model through the various components of the message. Table of Contents Introduction I.

Chatbots 52

Chatbots OpenAI Deep Learning Machine Learning 52

Robot Writers AI

OCTOBER 29, 2023

In other AI-generated writing news: *In-Depth Guide: ChatGPT Plus: Now Clever at Creating Images, Too: Good news for ChatGPT Plus and ChatGPT Enterprise Users looking for images to augment their writing: You can now use those tools to auto-create images for free.

Auto-complete 110

Auto-complete Robotics AI AI 110

AWS Machine Learning Blog

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Generative AI 122

Generative AI LLM ML AI 122

Robot Writers AI

AUGUST 6, 2023

In other analysis of AI-generated writing news: *Unleashing Your Inner Grammar Snob: In-Depth Guide — Best AI Editing Tools 2023: MarkTechPost offers a great rundown of the top tools you can use for checking grammar, spelling, punctuation and the like. The dream of Isador’s boss: Double the staff’s output with AI.

Auto-complete 52

Auto-complete Robotics AI AI 52

AWS Machine Learning Blog

NOVEMBER 17, 2023

In this post, we provide a step-by-step guide with building blocks to create a customer service bot. ReAct Prompting FMs determine how to solve user-requested tasks with a technique called ReAct. ReAct prompts FMs to generate verbal reasoning traces and actions for a task. Note: This is a one-time setup step.)

DevOps 86

DevOps Prompt Engineer Prompt Engineering Automation 86

Robot Writers AI

MARCH 17, 2024

Microsoft Offers Free Access to Most Powerful Version of ChatGPT In a move leaving many ChatGPT Plus customers wondering why they’re paying for AI at all, Microsoft has begun offering access to GPT-4 Turbo — OpenAI’s most advanced AI software — completely free. I want to feel like I’m there.

ChatGPT 52

ChatGPT Robotics OpenAI Chatbots 52

AWS Machine Learning Blog

MARCH 2, 2023

This post provides the steps to help you create an enterprise search engine on AWS using Amazon Kendra by connecting documents stored in a S3 bucket only accessible from within a VPC. For more information, see Create a Bucket and the Amazon S3 User Guide. On the kendra-blog-index page, choose Add data sources.

Metadata 86

Metadata Machine Learning Software Engineer Algorithm 86

Marktechpost

JUNE 16, 2023

Its algorithm carefully studies your business to produce content that appeals to customers and search engines alike. Frase can create engaging blog openers, headlines, and FAQs for your business. In addition, the AI system may generate an image depending on the phrases, words, or sentences you input into a text prompt.

AI Tools 109

AI Tools Artificial Intelligence Artificial Intelligence AI 109

Bugra Akyildiz

MAY 12, 2024

Articles Apple wrote a blog post that presents a hybrid machine learning approach for personalizing heart rate prediction during exercise by combining a physiological model based on ordinary differential equations (ODEs) with neural networks and representation learning. on heart rate dynamics. This improves prediction accuracy further.

Neural Network 59

Neural Network Large Language Models Python Machine Learning 59

AWS Machine Learning Blog

JANUARY 17, 2023

This development approach can be used in combination with other common software engineering best practices such as automated code deployments, tests, and CI/CD pipelines. Review the resources the AWS CDK creates in your AWS account and select yes when prompted to deploy the stack. Choose Delete stack when prompted.

Software Engineer 75

Software Engineer ML Engineer ML Machine Learning 75

Robot Writers AI

DECEMBER 24, 2023

New Guide Shows You How ChatGPT-Maker OpenAI has rolled-out a new guide to help you get the most from its AI writer. #ad But the new guide is so detailed, even ChatGPT experts will probably glean some great new take-aways on how to optimize use of the tool for writing and other tasks. ” Both Gemini Pro and GPT-3.5

ChatGPT 52

ChatGPT Auto-complete OpenAI Robotics 52

AWS Machine Learning Blog

MAY 25, 2023

A small number of similar documents (typically three) is added as context along with the user question to the “prompt” provided to another LLM and then that LLM generates an answer to the user question using information provided as context in the prompt. RAG models were introduced by Lewis et al.

LLM 76

LLM Data Ingestion Python ML 76

AWS Machine Learning Blog

APRIL 5, 2023

Add a sample dataset to your index Complete the following steps to add sample dataset to your index: On the Amazon Kendra console, go to your index and choose Data sources. To create a Featured Results set, complete the following steps: In the navigation pane, choose Featured results, under Enrichments. An Amazon Kendra index.

Software Engineer 74

Software Engineer Machine Learning ML Artificial Intelligence 74

AWS Machine Learning Blog

APRIL 22, 2024

Typically, HyperPod clusters are used by multiple users: machine learning (ML) researchers, software engineers, data scientists, and cluster administrators. Create AWS Managed Microsoft AD on Directory Service Complete the following steps to set up your directory: On the Directory Service console , choose Directories in the navigation pane.

Software Engineer 86

Software Engineer Software Development Machine Learning ML 86

AWS Machine Learning Blog

AUGUST 14, 2023

To learn more about instruction tuning, refer to Zero-shot prompting for the Flan-T5 foundation model in Amazon SageMaker JumpStart. In this technique, the model is provided with an input text and a prompt that describes the expected output from the model in natural language.

NLP 71

NLP Robotics Prompt Engineer Prompt Engineering 71

AWS Machine Learning Blog

MAY 5, 2023

To address the problems associated with complex searches, this post describes in detail how you can achieve a search engine that is capable of searching for complex images by integrating Amazon Kendra and Amazon Rekognition. When the training is complete, you may choose the trained model to view the evaluation results.

Metadata 101

Metadata ETL ML Data Ingestion 101

Robot Writers AI

AUGUST 27, 2023

In other analysis of AI-generated writing news: *In-Depth Guide: Look Ma, No Hands! Patel’s secret: Auto-GPT, a tool that can auto-generate its own prompts that ChatGPT can use to complete a task — without human supervision. .” And coming in third among the most popular AI search terms was Stable Diffusion.

Auto-complete 52

Auto-complete ChatGPT AI AI 52

AWS Machine Learning Blog

MAY 9, 2024

This post, along with the Cloud Adoption Framework for AI/ML and Well-Architected Machine Learning Lens , serves as a guide for implementing an effective AI/ML CoE with the objective to capture generative AI’s possibilities. It can also help develop custom AI solutions and help practitioners adapt to change in AI/ML development.

ML 106

ML Generative AI AI AI 106