AWS Machine Learning Blog

MAY 17, 2023

AWS delivers services that meet customers’ artificial intelligence (AI) and machine learning (ML) needs with services ranging from custom hardware like AWS Trainium and AWS Inferentia to generative AI foundation models (FMs) on Amazon Bedrock. Download the generated text file to view the transcription. format(' '.join(chunk_summaries),

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IBM Journey to AI blog

SEPTEMBER 19, 2023

The user enters a text prompt describing what the code should do, and the generative AI code development tool automatically creates the code. It can also modernize legacy code and translate code from one programming language to another. How does generative AI code generation work?

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Unite.AI

OCTOBER 30, 2023

Scott Stevenson, is Co-Founder & CEO of Spellbook , a tool to automate legal work that is built on OpenAI's GPT-4 and other large language models (LLMs). Spellbook is further tuning the model using proprietary legal datasets. How does Spellbook suggest language for legal contracts?

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NVIDIA

AUGUST 9, 2023

Generative AI is a force multiplier enabling leaps in productivity and creativity for nearly every industry, particularly transportation, where it’s streamlining workflows and driving new business. Beyond the automotive product lifecycle, generative AI is also enabling new breakthroughs in autonomous vehicle (AV) development.

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IBM Journey to AI blog

NOVEMBER 24, 2023

While attempting to drive acceleration and optimize cost of modernization, Generative AI is becoming a critical enabler to drive change in how we accelerate modernization programs. Let us explore the Generative AI possibilities across these lifecycle areas. Subsequent phases are build and test and deploy to production.

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Marktechpost

JULY 11, 2023

Introduction Generative AI is evolving and getting popular. Since its introduction, new models and research papers are getting released almost every other day. The major reason for the exponentially increasing popularity is the development of Large Language Models. What is AutoGPT? What is BabyAGI?

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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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Unite.AI

APRIL 23, 2024

Our continued investment in Aiimi’s IP, the Aiimi Insight Engine, alongside generative AI and emerging technologies, ensures that we’re able to serve the most novel use cases around, and solve even the thorniest of business challenges. You're a proponent of building AI that empowers users and gives them more control.

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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 There’s a lot of hand-wringing in the article over the fact that AI is being used to quash an opposing — and many might believe dangerous — Russian ‘perspective.’

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AssemblyAI

SEPTEMBER 18, 2023

However, among all the modern-day AI innovations, one breakthrough has the potential to make the most impact: large language models (LLMs). Large language models can be an intimidating topic to explore, especially if you don't have the right foundational understanding. Want to dive deeper?

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AWS Machine Learning Blog

AUGUST 14, 2023

With the advent of large language models (LLMs), we can implement conversational experiences in providing the results to users. However, we need to ensure that the LLMs limit the responses to company data, thereby mitigating model hallucinations.

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Robot Writers AI

SEPTEMBER 24, 2023

#ad Dubbed Gemini, early murmurs indicate the new tech may break new ground in generative AI, according to writer Beatrice Nolan. “An analysis that made an early declaration for Google’s AI supremacy over GPT-4 ignited a fierce online debate that even lured OpenAI CEO Sam Altman into the fray.”

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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. We compare the existing solutions and explain how they work behind the scenes.

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Snorkel AI

JUNE 7, 2023

They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches. Mann’s formal education in machine learning, he said, came during a time when you optimized a model against a test set.

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Snorkel AI

JUNE 7, 2023

They focussed largely on the challenges and opportunities in leveraging large language models and foundation models , as well as data-centric AI development approaches. Mann’s formal education in machine learning, he said, came during a time when you optimized a model against a test set.

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AWS Machine Learning Blog

NOVEMBER 8, 2023

Amazon CodeWhisperer is a generative AI coding companion that speeds up software development by making suggestions based on the existing code and natural language comments, reducing the overall development effort and freeing up time for brainstorming, solving complex problems, and authoring differentiated code.

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LevelAI

MARCH 28, 2024

Generation 3: Intent-Based Systems Enter the third generation: AI-powered systems. Unlike their predecessors, AI-powered systems can analyze entire conversations across each interaction, providing a holistic understanding of every conversation. are impossible for an intent-based model to score.

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AWS Machine Learning Blog

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

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Unite.AI

SEPTEMBER 11, 2023

With Large Language Models (LLMs) like ChatGPT, OpenAI has witnessed a surge in enterprise and user adoption, currently raking in around $80 million in monthly revenue. Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks.

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AWS Machine Learning Blog

MAY 7, 2024

The recording is transcribed to text using Amazon Transcribe and then processed using Amazon SageMaker Hugging Face containers to generate the meeting summary. The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub. The following figure shows the input conversation and output summary.

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AWS Machine Learning Blog

DECEMBER 14, 2023

We also discuss our shift to a localized execution model in JupyterLab, resulting in a quicker, more stable, and responsive coding experience. Complete the following steps to edit an existing space: On the space details page, choose Stop space. Choose Create JupyterLab space. For Name , enter a name for your Space. Choose Create space.

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Unite.AI

JUNE 15, 2023

Forethought, the AI and Machine Learning platform for the enterprise, began with its focus on customer support. The company’s AI can learn from internal documents, email, chat and even old support tickets to automatically resolve auto-route tickets correctly, and quickly surface the most relevant institutional knowledge.

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NVIDIA

MARCH 6, 2024

With the 2018 launch of RTX technologies and the first consumer GPU built for AI — GeForce RTX — NVIDIA accelerated the shift to AI computing. Since then, AI on RTX PCs and workstations has grown into a thriving ecosystem with more than 100 million users and 500 AI applications. The field of AI is moving fast.

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AWS Machine Learning Blog

APRIL 25, 2024

The added benefit of asynchronous inference is the cost savings by auto scaling the instance count to zero when there are no requests to process. Hugging Face is a popular open source hub for machine learning (ML) models. Prerequisites Complete the following prerequisites: Create a SageMaker domain.

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AWS Machine Learning Blog

SEPTEMBER 5, 2023

The success of generative AI applications across a wide range of industries has attracted the attention and interest of companies worldwide who are looking to reproduce and surpass the achievements of competitors or solve new and exciting use cases. as the engines that power the generative AI innovation.

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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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Unite.AI

AUGUST 1, 2023

The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. One such model that has garnered considerable attention is OpenAI's ChatGPT , a shining exemplar in the realm of Large Language Models. In zero-shot learning, no examples of task completion are provided in the model.

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AWS Machine Learning Blog

DECEMBER 13, 2023

We then use a large model inference container powered by Deep Java Library (DJLServing) as our model serving solution. In this post, we use Amazon Elastic Compute Cloud ( Amazon EC2 ) Inf2 instance, featuring AWS Inferentia2, the second generation Inferentia2 accelerators, each containing two NeuronCores-v2. .

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AWS Machine Learning Blog

JUNE 13, 2023

Forethought is a leading generative AI suite for customer service. SupportGPT leverages state-of-the-art Information Retrieval (IR) systems and large language models (LLMs) to power over 30 million customer interactions annually. and Salina Wu, Senior ML Engineer at Forethought Technologies, Inc.

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AWS Machine Learning Blog

MAY 1, 2024

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). Their impressive generative abilities have led to widespread adoption across various sectors and use cases, including content generation, sentiment analysis, chatbot development, and virtual assistant technology.

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AWS Machine Learning Blog

NOVEMBER 15, 2023

Llama 2 stands at the forefront of AI innovation, embodying an advanced auto-regressive language model developed on a sophisticated transformer foundation. Its model parameters scale from an impressive 7 billion to a remarkable 70 billion. Assistant: Wow, you must be really curious about language models!

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AWS Machine Learning Blog

APRIL 17, 2024

Second, using this graph database along with generative AI to detect second and third-order impacts from news events. For instance, this solution can highlight that delays at a parts supplier may disrupt production for downstream auto manufacturers in a portfolio though none are directly referenced.

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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. When this is complete, the document can be routed to the appropriate department or downstream process. The following diagram outlines the proposed solution architecture. append(e["Text"].upper())

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ODSC - Open Data Science

MARCH 1, 2024

Open Data Science Blog Recap Paris-based Mistral AI is emerging as a formidable challenger to industry giants like OpenAI and Anthropic. Auto Prompt is a prompt optimization framework designed to enhance and perfect your prompts for real-world use cases and automatically generates high-quality, detailed prompts tailored to user intentions.

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Flipboard

NOVEMBER 20, 2023

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. The same approach can be used with different models and vector databases.

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AWS Machine Learning Blog

MAY 4, 2023

The world of artificial intelligence (AI) and machine learning (ML) has been witnessing a paradigm shift with the rise of generative AI models that can create human-like text, images, code, and audio. Compared to classical ML models, generative AI models are significantly bigger and more complex.

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AWS Machine Learning Blog

OCTOBER 11, 2023

What is the optimal framework and configuration for hosting large language models (LLMs) for text-generating generative AI applications? This condition can be a maximum length for the generated text, a specific token that signals the end of the text, or any other criteria set by the user or the application.

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