AWS Machine Learning Blog

NOVEMBER 6, 2024

It also recognizes multiple speakers, automatically redacts personally identifiable information (PII), and allows you to enhance the accuracy of a transcription by providing custom vocabularies specific to your industries or use case, or by using custom language models. time.sleep(10) The transcription job will take a few minutes to complete.

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Marktechpost

JUNE 19, 2024

While LLM-based auto-evaluations can be biased or constrained by the evaluator’s skills, human evaluations are frequently costly and time-consuming. Arena-Hard An automatic evaluation tool for instruction-tuned LLMs is Arena-Hard-Auto-v0.1. However, the absence of standardized criteria has made evaluating this skill difficult.

Large Language Models 140

Large Language Models Auto-complete Chatbots LLM 140

Unite.AI

OCTOBER 30, 2023

We immediately saw how this could help lawyers draft bespoke agreements, while also helping them intelligently “auto-complete” contracts. In the first version of our product, we offered a sophisticated auto-complete feature, similar to Github Copilot. How does Spellbook suggest language for legal contracts?

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Auto-complete Software Engineer Large Language Models Automation 182

AWS Machine Learning Blog

MAY 7, 2024

Veritone’s current media search and retrieval system relies on keyword matching of metadata generated from ML services, including information related to faces, sentiment, and objects. When the job is complete, you can obtain the raw transcript data using GetTranscriptionJob.

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Metadata Generative AI Machine Learning Large Language Models 126

Flipboard

JUNE 26, 2023

In this post, we look at how we can use AWS Glue and the AWS Lake Formation ML transform FindMatches to harmonize (deduplicate) customer data coming from different sources to get a complete customer profile to be able to provide better customer experience. The following diagram shows our solution architecture.

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Unite.AI

JULY 23, 2024

This virtual try-on experience not only entertains but also aids in making informed decisions about potential new hairstyles. With its user-friendly interface and advanced auto-recognition technology, the app allows effortless experimentation with various hairstyles and colors.

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Unite.AI

OCTOBER 9, 2024

This platform leverages advanced machine learning algorithms to analyze job descriptions and user information, producing unique and targeted cover letters in a matter of minutes. This flexibility ensures that your cover letter not only conveys the right information but also strikes the appropriate tone for your target employer.

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Unite.AI

MAY 27, 2024

Integrating LLMs with External Tools and Programs While LLMs are incredibly powerful, they have inherent limitations, such as an inability to access up-to-date information or perform precise mathematical reasoning. Performance: On various benchmark reasoning tasks, Auto-CoT has matched or exceeded the performance of manual CoT prompting.

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Prompt Engineer Prompt Engineering Auto-complete LLM 162

AWS Machine Learning Blog

MARCH 15, 2024

However, the sharing of raw, non-sanitized sensitive information across different locations poses significant security and privacy risks, especially in regulated industries such as healthcare. Insecure networks lacking access control and encryption can still expose sensitive information to attackers.

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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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Auto-complete Automation AI AI 70

TheSequence

MAY 22, 2023

Auto-GPT An open-source GPT-based app that aims to make GPT completely autonomous. What makes Auto-GPT such a popular project? Auto-GPT has “agents” built in to search the web, speak, keep track of conversations, and more. How to Set Up Auto-GPT in Minutes Configure `.env` One of the most popular ones?

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Auto-complete Python OpenAI Automation 98

Robot Writers AI

JUNE 16, 2024

And he’s offered his complete analysis of what could be in a 156-page treatise entitled, “Situational Awareness: The Decade Ahead.” Often scorned by writers who do original reporting, many believe such auto-writers too often emphasize quantity over quality. ” *New Plan for the Rocket Man: Members of the U.S.

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Auto-complete Automation AI AI 105

Marktechpost

MARCH 14, 2024

Tabnine Although Tabnine is not an end-to-end code generator, it amps up the integrated development environment’s (IDE) auto-completion capability. Jacob Jackson created Tabnine in Rust when he was a student at the University of Waterloo, and it has now grown into a complete AI-based code completion tool.

Artificial Intelligence 119

Artificial Intelligence Artificial Intelligence AI Tools Auto-complete 119

Marktechpost

MAY 12, 2024

However, these models are only applied to non-autoregressive models and require an extra re-training phrase, making them less suitable for auto-regressive LLMs like ChatGPT and Llama. It is important to consider pruning tokens’ potential within the KV cache of auto-regressive LLMs to fill this gap.

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LLM Auto-complete Large Language Models BERT 121

AWS Machine Learning Blog

SEPTEMBER 18, 2024

With the SageMaker HyperPod auto-resume functionality, the service can dynamically swap out unhealthy nodes for spare ones to ensure the seamless continuation of the workload. Also included are SageMaker HyperPod cluster software packages, which support features such as cluster health check and auto-resume.

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AWS Machine Learning Blog

NOVEMBER 6, 2023

Queries is a feature that enables you to extract specific pieces of information from varying, complex documents using natural language. Custom Queries provides a way for you to customize the Queries feature for your business-specific, non-standard documents such as auto lending contracts, checks, and pay statements, in a self-service way.

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Auto-complete Data Extraction ML Machine Learning 125

Towards AI

JULY 13, 2024

Generating Longer Forecast Output Patches In Large Language Models (LLMs), output is generally produced in an auto-regressive manner, generating one token at a time. However, research suggests that for long-horizon forecasting, predicting the entire horizon at once can lead to better accuracy compared to multi-step auto-regressive decoding.

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IBM Journey to AI blog

OCTOBER 17, 2023

The solution gives users contextual information so that they can quickly access insights without struggling with data and application monitoring. You can find a complete list of supported technologies for IBM Instana on this page. Supported cloud platforms with IBM Instana IBM Instana supports IBM Cloud, AWS, Azure and SAP.

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DevOps Auto-complete Automation Python 235

AWS Machine Learning Blog

NOVEMBER 15, 2024

This significant improvement showcases how the fine-tuning process can equip these powerful multimodal AI systems with specialized skills for excelling at understanding and answering natural language questions about complex, document-based visual information. For more information on the dataset used in this post, see DocVQA – Datasets.

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Auto-complete ML Python AI Modeling 98

Marktechpost

NOVEMBER 7, 2023

It will be necessary to expand the capabilities of current code completion tools—which are presently utilized by millions of programmers—to address the issue of library learning to solve this multi-objective optimization. Figure 1: The LILO learning loop overview. (Al)

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Auto-complete LLM Software Development Deep Learning 128

Unite.AI

MAY 29, 2024

This method involves hand-keying information directly into the target system. But these solutions cannot guarantee 100% accurate results. Text Pattern Matching Text pattern matching is a method for identifying and extracting specific information from text using predefined rules or patterns.

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Data Extraction Neural Network Large Language Models NLP 273

AWS Machine Learning Blog

JUNE 7, 2023

After the predictions are generated, they can be further analyzed, aggregated, or visualized to gain insights, identify patterns, or make informed decisions based on the predicted outcomes. To do so, we use the auto update dataset capability in Canvas and retrain our existing ML model with the latest version of training dataset.

ML 77

ML Auto-complete Automation Categorization 77

AWS Machine Learning Blog

AUGUST 22, 2024

It empowers its customers to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks, including climate change, extreme events, sustainability, and political issues. Discovery Navigator recently released automated generative AI record summarization capabilities.

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Generative AI Auto-complete Software Development Automation 110

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 93

Generative AI AI Development AI Developer Auto-complete 93

Marktechpost

AUGUST 18, 2024

Traditional language models (LMs) trained on natural language data often produce hallucinations and repetitive information due to semantic ambiguity. The study employs a knowledge graph (KG) approach, using structured triplets of information to provide a clearer understanding of how LMs misrepresent training data.

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Auto-complete Natural Language Processing ML AI 118

Unite.AI

SEPTEMBER 10, 2023

Here's why data extraction is so vital: Informed Decision Making : Accurate data allows companies to make informed decisions, foresee market trends, and identify potential areas of growth or concern. Now, you can effortlessly pull information directly from web pages to CSV, Excel files, or Google Sheets.

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Data Extraction ETL Automation Auto-complete 306

AWS Machine Learning Blog

JULY 3, 2023

One technique used to solve this problem today is auto-labeling, which is highlighted in the following diagram for a modular functions design for ADAS on AWS. Auto-labeling overview Auto-labeling (sometimes referred to as pre-labeling ) occurs before or alongside manual labeling tasks. For more details, refer to here.

Deep Learning 100

Deep Learning Auto-complete Machine Learning ML 100

Unite.AI

APRIL 23, 2024

Aiimi's tech allows companies to find and make sense of their data – bringing together what can be a sprawling mass of data, documents, and digital information – helping teams access information instantly. As a result, the information within them is lost or forgotten about, and is impossible to find when employees need it.

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Insight Engine Auto-complete AI Tools Data Quality 130

IBM Journey to AI blog

JANUARY 26, 2024

hereafter as Shuto Technology) to help a joint venture Original Equipment Manufacturer (OEM) in China to obtain information in an accurate and cost-effective way for on-site technicians. IBM® recently announced that it has worked with its business partner, Beijing Shuto Technology Co., production systems, IoT platforms etc.)

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Auto-complete Data Integration Automation AI 229

AWS Machine Learning Blog

APRIL 19, 2024

Create a solution To set up automatic training, complete the following steps: On the Amazon Personalize console, create a new solution. For more information about tagging Amazon Personalize resources, see Tagging Amazon Personalize resources. After you finish importing your data, you are ready to create a solution.

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Auto-complete Software Engineer ML Machine Learning 120

AWS Machine Learning Blog

JULY 1, 2024

Additionally, Knowledge Bases for Amazon Bedrock empowers you to develop applications that harness the power of Retrieval Augmented Generation (RAG), an approach where retrieving relevant information from data sources enhances the model’s ability to generate contextually appropriate and informed responses. Choose Create knowledge base.

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Auto-complete Chatbots Generative AI Software Development 124

Unite.AI

JUNE 26, 2024

By providing real-time network mapping, detailed device information, and intelligent alerts, Auvik enables IT professionals to proactively monitor network health and quickly troubleshoot issues. It automates many complex and time-consuming network management tasks, allowing administrators to work more efficiently.

Auto-complete 100

Auto-complete Automation Machine Learning AI 100

Marktechpost

JULY 11, 2023

Tabnine Although Tabnine is not an end-to-end code generator, it amps up the integrated development environment’s (IDE) auto-completion capability. Jacob Jackson created Tabnine in Rust when he was a student at the University of Waterloo, and it has now grown into a complete AI-based code completion tool.

Artificial Intelligence 94

Artificial Intelligence Artificial Intelligence AI Tools Auto-complete 94

AWS Machine Learning Blog

NOVEMBER 20, 2024

Access to reliable information from a comprehensive knowledge base helps the system provide better responses. By linking user queries to relevant company domain information, Amazon Bedrock Knowledge Bases offers personalized responses. The obtained information empowers the model to generate more knowledgeable and precise responses.

Automation 81

Automation Data Ingestion Auto-complete Software Engineer 81

AWS Machine Learning Blog

SEPTEMBER 11, 2023

This Terraform solution creates a SageMaker Lifecycle Configuration to detect and stop idle resources that incur costs within Studio using an auto-shutdown Jupyter extension. Later, the auto-shutdown script will run the s3 cp command to download the extension file from the S3 bucket on Jupyter Server start-ups.

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Auto-complete Machine Learning ML DevOps 120

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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Flipboard

NOVEMBER 20, 2023

When using generative AI for question answering, RAG enables LLMs to answer questions with the most relevant, up-to-date information and optionally cite their data sources for verification. After confirming your quota limit, you need to complete the dependencies to use Llama 2 7b chat.

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