IBM Journey to AI blog

NOVEMBER 24, 2023

Many enterprises are realizing that moving to cloud is not giving them the desired value nor agility/speed beyond basic platform-level automation. Generative AI-based Solution Approach : The Mule API to Java Spring boot modernization was significantly automated via a Generative AI-based accelerator we built.

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Robot Writers AI

SEPTEMBER 3, 2023

Now a Thing Wired reports that new tech has emerged to auto-generate tweets, articles and Web sites to counter an opposing viewpoint. #ad More to the point: As an American, I don’t have a problem with automation designed to eviscerate anti-U.S. lies promulgated by a gangster-led political machine that masquerades as a government.

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AWS Machine Learning Blog

MAY 7, 2024

The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub. They are designed for real-time, interactive, and low-latency workloads and provide auto scaling to manage load fluctuations. You can find other Hugging Face models that are better suited for other languages.

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Marktechpost

JUNE 15, 2024

Artificial intelligence’s large language models (LLMs) have become essential tools due to their ability to process and generate human-like text, enabling them to perform various tasks. MAGPIE leverages the auto-regressive nature of aligned LLMs to generate high-quality instruction data at scale.

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Marktechpost

SEPTEMBER 17, 2024

As AI continues to evolve, researchers are looking for ways to automate these tasks to expedite scientific discovery. Recent advancements in large language models (LLMs) have shown potential in automating this process, such as generating code or commands to resolve issues. of the sub-problems in the Masked set.

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IBM Journey to AI blog

JULY 17, 2023

Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries. The LLM solution has resulted in an 80% reduction in manual effort and in 90% accuracy of automated tasks.

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AWS Machine Learning Blog

MARCH 6, 2023

Language models are statistical methods predicting the succession of tokens in sequences, using natural text. Large language models (LLMs) are neural network-based language models with hundreds of millions ( BERT ) to over a trillion parameters ( MiCS ), and whose size makes single-GPU training impractical.

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Marktechpost

MARCH 16, 2024

This system transcends the limitations of existing solutions by leveraging natural language (NL) descriptions to automate the generation of ML workflows. Auto-parallelization: This feature enables the system to optimize the execution of large workflows, further improving computational performance.

Machine Learning 103

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AWS Machine Learning Blog

MAY 17, 2023

The performance and quality of the models also improved drastically with the number of parameters. These models span tasks like text-to-text, text-to-image, text-to-embedding, and more. You can use large language models (LLMs), more specifically, for tasks including summarization, metadata extraction, and question answering.

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Unite.AI

MAY 27, 2024

Recent Advances in Prompt Engineering Prompt engineering is evolving rapidly, and several innovative techniques have emerged to improve the performance of large language models (LLMs). Advantages: Automation: Reduces the manual effort required to create reasoning demonstrations.

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Flipboard

JUNE 13, 2023

GitHub Copilot, Amazon CodeWhisperer, ChatGPT, Tabnine, and various other AI coding tools are quickly gaining traction, helping developers automate mundane tasks and freeing them up to work on more challenging problems. Large language models are great at this kind of focused, pattern-based code building.

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Generative AI Auto-complete Software Engineer AI 181

TheSequence

MAY 22, 2023

In November of 2022, ChatGPT, the chatbot interface powered by GPT, introduced large language models (LLMs) into mainstream media. Auto-GPT An open-source GPT-based app that aims to make GPT completely autonomous. What makes Auto-GPT such a popular project? How to Set Up Auto-GPT in Minutes Configure `.env`

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Towards AI

APRIL 15, 2023

Each model identifies a set of tasks, and these tasks are then delegated to other agents for further execution. AutoGPT spawns tasks recursively As these models become increasingly powerful, we must ask ourselves: what does the future hold for them? GPT-4 text generation: Auto-GPT uses GPT-4 for text generation.

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AWS Machine Learning Blog

MARCH 15, 2024

Many organizations are implementing machine learning (ML) to enhance their business decision-making through automation and the use of large distributed datasets. The FedML framework is model agnostic, including recently added support for large language models (LLMs). Choose New Application.

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Marktechpost

JANUARY 1, 2025

Large Language Models (LLMs) and Vision Language Models (VLMs) have revolutionized the automation of mobile device control through natural language commands, offering solutions for complex user tasks. higher task completion rate while reducing computational demands with 43.5x

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NVIDIA

MARCH 6, 2024

And developers can streamline workflows using generative AI for prototyping and to automate debugging. And it can stay centered on the screen with eyes looking at the camera no matter where the user moves, using Auto Frame and Eye Contact. Magic Mask has completely changed that workflow. The field of AI is moving fast.

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John Snow Labs

JUNE 27, 2023

Prepare to be amazed as we delve into the world of Large Language Models (LLMs) – the driving force behind NLP’s remarkable progress. In this comprehensive overview, we will explore the definition, significance, and real-world applications of these game-changing models. What are Large Language Models (LLMs)?

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Large Language Models BERT Natural Language Processing NLP 52

Towards AI

APRIL 7, 2024

Source : Image generated by author using Yarnit It is quite astonishing how Large Language Models or LLMs (GPT, Claude, Gemini etc.) It’s a powerful technology that can tackle a variety of natural language tasks. In their paper, “Chain-of-Thought Prompting Elicits Reasoning in Large Language Models”, Wei et.

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LLM Auto-complete Prompt Engineer Prompt Engineering 78

AssemblyAI

SEPTEMBER 13, 2023

Get a custom LLM summary of your audio files with LeMUR This video tutorial demonstrates how to use LeMUR, AssemblyAI’s framework to process audio files with a Large Language Model (LLM). Its Semblian tool also lets users ask questions or auto-generate post-meeting tasks like composing an email or next steps.

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AWS Machine Learning Blog

JULY 1, 2024

Organizations strive to implement efficient, scalable, cost-effective, and automated customer support solutions without compromising the customer experience. It features natural language understanding capabilities to recognize more accurate identification of user intent and fulfills the user intent faster. Choose Create knowledge base.

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AWS Machine Learning Blog

AUGUST 22, 2024

Discovery Navigator recently released automated generative AI record summarization capabilities. It was built using Amazon Bedrock , a fully managed service from AWS that provides access to foundation models (FMs) from leading AI companies through an API to build and scale generative AI applications.

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Generative AI Auto-complete Software Development Automation 102

AWS Machine Learning Blog

APRIL 17, 2024

In this post, we demonstrate an automated solution combining knowledge graphs and generative artificial intelligence (AI) to surface such risks by cross-referencing relationship maps with real-time news. With generative AI services like Amazon Bedrock, you now have the capability to automate this process.

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Auto-complete Generative AI Automation Natural Language Processing 125

Flipboard

APRIL 11, 2023

This may be well deserved—in some respects, large language models represent the biggest step forward in computing since the PC. 35 years later, the problem hasn’t gone away, even though most programming languages that have appeared since 1990 provide some kind of memory safety.

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AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. BLIP-2 consists of three models: a CLIP-like image encoder, a Querying Transformer (Q-Former) and a large language model (LLM).

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Towards AI

NOVEMBER 15, 2024

Generated with Microsoft Designer With the second anniversary of the ChatGPT earthquake right around the corner, the rush to build useful applications based on large language models (LLMs) of its like seems to be in full force. A Tame Oracle. Even then, some invalid paths might be too far from any valid ones.

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LLM Auto-complete Software Engineer Automation 89

LevelAI

SEPTEMBER 1, 2023

While such technology can be helpful in some instances, it’s not capable of understanding all the nuances of human language; if a system is looking for the word “broken” and the customer says “smashed,” they may be incapable of interpreting the caller’s actual intent. The right solution should automatically redact sensitive information (e.g.,

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AWS Machine Learning Blog

MAY 17, 2024

Large language models (LLMs) are one class of FMs. LLMs are specifically focused on language-based tasks such as summarization, text generation, classification, open-ended conversation, and information extraction. For most reviews, the system auto-generates a reply using an LLM.

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Generative AI LLM Prompt Engineer Prompt Engineering 128

Unite.AI

APRIL 23, 2024

That’s why we build AI tools that help organisations see their entire data picture, automate data governance, and enable them to get to the answers they need. I would advise avoiding public large language models altogether when it comes to your corporate data.

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Insight Engine Auto-complete AI Tools Data Quality 130

NVIDIA

FEBRUARY 22, 2024

Developed in collaboration with app developers, Studio Drivers undergo extensive testing to ensure seamless compatibility with creative apps while enhancing features, automating processes and speeding workflows. The February NVIDIA Studio Driver, designed specifically to optimize creative apps, is now available for download.

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Auto-complete Large Language Models Automation AI 79

NVIDIA

AUGUST 9, 2023

Across the entire auto industry, companies are exploring generative AI to improve vehicle design, engineering, and manufacturing, as well as marketing and sales. Foundational models — like ChatGPT for text generation and Stable Diffusion for image generation — can support AI systems capable of multiple tasks.

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Generative AI Large Language Models Auto-complete AI 93

deepsense.ai

OCTOBER 8, 2023

Introduction While the concept of AI agents has been around for decades, it is undeniable that recent advancements in Large Language Models (LLMs) have revolutionized this field, opening up a whole new realm of possibilities and applications. Cons of Auto-GPT Operating within a loop – the costs can rack up quickly!

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The MLOps Blog

JUNE 27, 2023

Experimentation and model development: Platforms should offer features for you to design and run experiments, explore different algorithms and architectures, and optimize model performance. This includes features for hyperparameter tuning, automated model selection, and visualization of model metrics.

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AWS Machine Learning Blog

JULY 24, 2024

It provides customer relationship management (CRM) software and applications focused on sales, customer service, marketing automation, ecommerce, analytics, and application development. These models are designed to provide advanced NLP capabilities for various business applications.

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AWS Machine Learning Blog

NOVEMBER 26, 2024

Since 2018, using state-of-the-art proprietary and open source large language models (LLMs), our flagship product— Rad AI Impressions — has significantly reduced the time radiologists spend dictating reports, by generating Impression sections. 3 seconds, with minimal latency. No one writes any code manually.

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AWS Machine Learning Blog

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. 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.

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AWS Machine Learning Blog

DECEMBER 5, 2023

The insurance provider receives payout claims from the beneficiary’s attorney for different insurance types, such as home, auto, and life insurance. This post illustrates how you can automate and simplify metadata generation using custom models by Amazon Comprehend. isprintable()) and (not '"' in e["Text"]) and (not e["Text"].upper()

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AWS Machine Learning Blog

NOVEMBER 8, 2023

Amazon CodeWhisperer uses machine learning (ML) and large language models to provide code recommendations in real time based on the original code and natural language comments, and provides code recommendations that could be more efficient. The profiling service examines code runs and identifies potential improvements.

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