Flipboard

JUNE 13, 2023

So we taught a LLM to explain to us in plain language why the Redfin Estimate may have priced a specific home in a particular way, and then we can pass those insights via our customer service team back to the customer to help them understand what’s going on. It’s helpful with generating much of the boilerplate for unit tests.

Generative AI 181

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Marktechpost

JULY 18, 2023

GitHub Copilot GitHub Copilot is an AI-powered code completion tool that analyzes contextual code and delivers real-time feedback and recommendations by suggesting relevant code snippets. Tabnine Tabnine is an AI-based code completion tool that offers an alternative to GitHub Copilot.

Auto-complete 98

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Towards AI

APRIL 15, 2023

This intriguing innovation, known as self-prompting and auto-prompting, enables multiple OpenAI-powered large language models to generate and execute prompts independently, leading to the creation of new prompts based on the initial input. Effective memory management: Auto-GPT has effective long-term and short-term memory management.

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Unite.AI

MARCH 6, 2025

With HouseCanary, agents and investors can instantly obtain a data-driven valuation for any residential property, complete with a confidence score and 3-year appreciation forecast. Alma can also assist newbies by explaining terms or suggesting next steps in the investing process. It aggregates data on over 136 million U.S.

AI 147

AI AI Automation Algorithm 147

Unite.AI

MAY 27, 2024

Let's explore some of these cutting-edge methods in detail: Auto-CoT (Automatic Chain-of-Thought Prompting) What It Is: Auto-CoT is a method that automates the generation of reasoning chains for LLMs, eliminating the need for manually crafted examples.

Prompt Engineer 162

Prompt Engineer Prompt Engineering LLM Auto-complete 162

Flipboard

JUNE 8, 2023

For his class on mathematical statistics, Ross asked his students to research theorems, their inventors and explain how the theorems were proved — without the help of AI. This past semester, Ross incorporated generative AI into two of his classes in very different ways.

Robotics 176

Robotics Auto-complete AI Tools Generative AI 176

NVIDIA

MARCH 18, 2024

For example, an Avatar configurator can allow designers to build unique, brand-inspired personas for their cars, complete with customized voices and emotional attributes. Li Auto unveiled its multimodal cognitive model, Mind GPT, in June.

Generative AI 105

Generative AI AI Development AI Developer Auto-complete 105

IBM Journey to AI blog

JULY 17, 2023

Generative AI auto-summarization creates summaries that employees can easily refer to and use in their conversations to provide product, service or recommendations (and it can also categorize and track trends). Watsonx.governance is providing an end-to-end solution to enable responsible, transparent and explainable AI workflows.

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Marktechpost

APRIL 16, 2024

It explains the fundamentals of LLMs and generative AI and also covers prompt engineering to improve performance. The book covers topics like Auto-SQL, NER, RAG, Autonomous AI agents, and others. LangChain Handbook This book is a complete guide to integrating and implementing LLMs using the LangChain framework.

Large Language Models 104

Large Language Models Auto-complete Prompt Engineering Prompt Engineer 104

AWS Machine Learning Blog

SEPTEMBER 25, 2023

This is because a large portion of the available memory bandwidth is consumed by loading the model’s parameters and by the auto-regressive decoding process.As Batching techniques In this section, we explain different batching techniques and show how to implement them using a SageMaker LMI container.

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AWS Machine Learning Blog

OCTOBER 11, 2023

The decode phase includes the following: Completion – After the prefill phase, you have a partially generated text that may be incomplete or cut off at some point. The decode phase is responsible for completing the text to make it coherent and grammatically correct. The default is 32.

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Artificial Corner

JANUARY 25, 2024

complete def fibonacci Another thing I really like is that Copilot doesn't just stop after giving a response. Here are some of my favorite commands: Diving deeper into the code: /explain Getting unstuck or fixing code snags: /fix Conducting tests on the code: /tests I have to say Copilot is one of my favorite tools.

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Unite.AI

APRIL 23, 2024

We use fully explainable approaches to AI , so that users with permission to do so can use the platform’s interactive dashboards to look “under the hood” and see exactly what data models are working with, what insights they’ve gleaned, and how they arrived at them. A typical enterprise uses hundreds of different systems to store data.

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Insight Engine Auto-complete AI Tools Data Quality 130

AWS Machine Learning Blog

DECEMBER 4, 2023

In this post, we explain how we built an end-to-end product category prediction pipeline to help commercial teams by using Amazon SageMaker and AWS Batch , reducing model training duration by 90%. The project was completed in a month and deployed to production after a week of testing.

BERT 123

BERT Auto-complete Data Scientist Machine Learning 123

Unite.AI

NOVEMBER 17, 2023

It also offers a wide range of features, like over 50 diverse AI avatars, over 70 languages, and the ability to auto-translate to dozens of languages with the click of a button. Business Owners: Colossyan Creator is perfect for all types of videos that benefit businesses, like promotional videos, explainer videos, or training videos.

AI 274

AI AI Natural Language Processing Auto-complete 274

AWS Machine Learning Blog

JANUARY 5, 2024

The suite of services can be used to support the complete model lifecycle including monitoring and retraining ML models. Query training results: This step calls the Lambda function to fetch the metrics of the completed training job from the earlier model training step.

Data Science 134

Data Science Data Drift DevOps Auto-complete 134

AWS Machine Learning Blog

APRIL 8, 2024

This version offers support for new models (including Mixture of Experts), performance and usability improvements across inference backends, as well as new generation details for increased control and prediction explainability (such as reason for generation completion and token level log probabilities).

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Auto-complete LLM Deep Learning Machine Learning 115

Unite.AI

NOVEMBER 22, 2023

Finally, I'll explain the software's pros, cons, and the top three alternatives I've tested. Auto-Generated Closed Captions: Make your videos more accessible by automatically including closed captions. I went with one of the paid plans to get a complete feel for the software. Let's take a look.

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AI AI Auto-complete Artificial Intelligence 273

Dlabs.ai

JULY 19, 2023

While AI systems can automate many tasks, they should not completely replace human judgment and intuition. By analyzing anonymized data, they can create safe and beneficial products and features, such as search query auto-completion, while preserving user identities.

Explainable AI 97

Explainable AI Explainability Algorithm Auto-complete 97

Google Research AI blog

MARCH 10, 2023

Posted by Danny Driess, Student Researcher, and Pete Florence, Research Scientist, Robotics at Google Recent years have seen tremendous advances across machine learning domains, from models that can explain jokes or answer visual questions in a variety of languages to those that can produce images based on text descriptions.

Robotics 124

Robotics Auto-complete Large Language Models Neural Network 124

AWS Machine Learning Blog

JUNE 3, 2024

In a single visual interface, you can complete each step of a data preparation workflow: data selection, cleansing, exploration, visualization, and processing. Complete the following steps: Choose Prepare and analyze data. Complete the following steps: Choose Run Data quality and insights report. Choose Create. Choose Export.

Generative AI 124

Generative AI Categorization Auto-complete Auto-classification 124

Robot Writers AI

DECEMBER 31, 2023

And Zoom clocked its own personal best, announcing it had auto-written a million text summaries of video meetings conducted on its service. For instance, the video’s YouTube description explains that ‘for the purposes of this demo, latency has been reduced and Gemini outputs have been shortened for brevity.’ “In

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Auto-complete ChatGPT OpenAI AI 111

AWS Machine Learning Blog

MARCH 28, 2024

When you create an AWS account, you get a single sign-on (SSO) identity that has complete access to all the AWS services and resources in the account. Signing in to the AWS Management Console using the email address and password that you used to create the account gives you complete access to all the AWS resources in your account.

LLM 136

LLM Auto-complete Auto-classification Generative AI 136

Unite.AI

AUGUST 1, 2023

In zero-shot learning, no examples of task completion are provided in the model. Chain-of-thought Prompting Chain-of-thought prompting leverages the inherent auto-regressive properties of large language models (LLMs), which excel at predicting the next word in a given sequence.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

deepsense.ai

OCTOBER 8, 2023

We compare the existing solutions and explain how they work behind the scenes. General purpose coding agents Auto-GPT Auto-GPT was one of the first AI agents using Large Language Models to make waves, mainly due to its ability to independently handle diverse tasks. It can be augmented or replaced by human feedback.

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Auto-complete LLM Software Engineer AI 111

AWS Machine Learning Blog

AUGUST 5, 2024

Next, we perform auto-regressive token generation where the output tokens are generated sequentially. This means we will be repeating this process more times to complete the response, resulting in slower overall processing. We will explain tp_degree later in this section.

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Auto-complete Large Language Models ML Natural Language Processing 114

AWS Machine Learning Blog

FEBRUARY 8, 2023

SageMaker supports automatic scaling (auto scaling) for your hosted models. Auto scaling dynamically adjusts the number of instances provisioned for a model in response to changes in your inference workload. When the workload increases, auto scaling brings more instances online. SageMaker supports three auto scaling options.

Machine Learning 102

Machine Learning Auto-complete ML Natural Language Processing 102

Mlearning.ai

OCTOBER 2, 2023

It completely depends on your data and the goal of the project itself. If there are too many missing pieces, then it might be hard to complete the puzzle and understand the whole picture. The overview is below, familiarize yourself with each approach, and then we explain each one. Here’s the overview.

Machine Learning 98

Machine Learning Explainability Auto-complete Algorithm 98

Towards AI

FEBRUARY 13, 2023

Let me explain. Our model gets a prompt and auto-completes it. Transformers is a library in Hugging Face that provides APIs and tools. It allows you to easily download and train state-of-the-art pre-trained models. You may ask what pre-trained models are. The goal of text generation is to generate meaningful sentences.

Auto-classification 98

Auto-classification NLP Auto-complete Computer Vision 98

Unite.AI

AUGUST 6, 2024

These new use cases necessitate multiple, often dependent, LLM generation calls, indicating a trend of using multi-call structures to complete complex tasks. High-level systems provide predefined or auto-generated prompts, such as DSPy’s prompt optimizer. Programming systems for LLMs can be classified as high-level (e.g.,

LLM 130

LLM Inference Engine Auto-complete Python 130

Robot Writers AI

OCTOBER 15, 2023

The Software Industry Re-Tools With AI Writers are King When It Comes to Getting the Most From the New Apps Responding to a new hunger for AI, some of the biggest titans in software — including Microsoft, Google and Salesforce — are coming out with new versions of their software suites that will be completely reworked by AI.

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AWS Machine Learning Blog

APRIL 4, 2024

Explainability – Providing transparency into why certain stories are recommended builds user trust. When the ETL process is complete, the output file is placed back into Amazon S3, ready for ingestion into Amazon Personalize via a dataset import job. Amazon Personalize model endpoints natively auto scale to meet increased traffic.

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ETL Auto-complete Metadata Data Ingestion 102

AWS Machine Learning Blog

FEBRUARY 29, 2024

This post explains how to integrate the Amazon Personalize Search Ranking plugin with OpenSearch Service to enable personalized search experiences. Complete the following steps to deploy the stack: Sign in to the AWS Management Console with your credentials in the account where you want to deploy the CloudFormation stack.

Auto-complete 125

Auto-complete ML AI AI 125

AWS Machine Learning Blog

MAY 22, 2024

You can use a managed service, such as Amazon Rekognition , to predict product attributes as explained in Automating product description generation with Amazon Bedrock. jpg and the complete metadata from styles/38642.json. Each product is identified by an ID such as 38642, and there is a map to all the products in styles.csv.

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Pickl AI

FEBRUARY 10, 2025

Summary: This blog provides an in-depth look at the top 20 AWS interview questions, complete with detailed answers. Explain the Different Types of Cloud Services Offered by AWS. Explain the Difference Between RDS and DynamoDB. Implementing Auto Scaling to adjust capacity based on demand. Can You Explain Auto Scaling?

Auto-complete 52

Auto-complete Explainability Big Data Automation 52

Google Research AI blog

JUNE 6, 2023

prompt": " →", "completion": " of " from " ; of " from " ; ?"} Visual Captions provides three levels of proactivity when suggesting visuals: Auto-display (high-proactivity): The system autonomously searches and displays visuals publicly to all meeting participants. System workflow of Visual Captions. No user interaction required.

Large Language Models 69

Large Language Models Auto-complete UX Design Software Engineer 69

Robot Writers AI

AUGUST 6, 2023

How AI Took My Copywriting Job: Writer Graham Isador explains that once ChatGPT showed-up at his corporate copywriting gig, it was only a matter of time before his job was history. Introducing ChatGPT to the team, Isador’s boss explained that copywriters would no longer be needed for writing. YouTube has a solution.

Auto-complete 52

Auto-complete Robotics AI AI 52