AWS Machine Learning Blog

JULY 10, 2024

As the adoption of generative AI continues to grow, many organizations face challenges in efficiently developing and managing prompts. Also, modern applications often require chaining or routing logics that add complexity to the development. This involves integrating the prompt into a larger system or workflow.

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deepsense.ai

SEPTEMBER 11, 2023

Instead of dreaming up dystopian visions, it is better to know the possibilities that AI tools like GitHub Copilot or ChatGPT open up to complement and streamline your workflow. Don’t give up on being a developer According to a 2019 report by the UK Office for National Statistics, software engineers face a 27.4%

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AI News

APRIL 22, 2024

Collaboration topics with LG Electronics will include integrating AI technologies into home appliances, a move that will boost Microsoft’s competitive edge against rivals like Google and Meta. These meetings are timely, as the global tech landscape sees an increased focus on AI development. billion globally.

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NVIDIA

APRIL 9, 2024

NVIDIA and Google Cloud have announced a new collaboration to help startups around the world accelerate the creation of generative AI applications and services. Startups in particular are constrained by the high costs associated with AI investments. The new instances will double the GPU-to-GPU network bandwidth from A3 VMs.

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NVIDIA

DECEMBER 17, 2024

NVIDIA is taking the wraps off a new compact generative AI supercomputer, offering increased performance at a lower price with a software upgrade. leap in generative AI inference performance, a 70% increase in performance to 67 INT8 TOPS, and a 50% increase in memory bandwidth to 102GB/s compared with its predecessor.

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Towards AI

NOVEMBER 5, 2024

However, a large amount of work has to be delivered to access the potential benefits of LLMs and build reliable products on top of these models. This work is not performed by machine learning engineers or software developers; it is performed by LLM developers by combining the elements of both with a new, unique skill set.

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AWS Machine Learning Blog

DECEMBER 4, 2024

Organizations of every size and across every industry are looking to use generative AI to fundamentally transform the business landscape with reimagined customer experiences, increased employee productivity, new levels of creativity, and optimized business processes. Deepchecks Deepchecks specializes in LLM evaluation.

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databricks

JULY 22, 2024

Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods.

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Unite.AI

DECEMBER 29, 2023

As AI technologies increasingly demonstrate capabilities to generate human-like content, this legal action brings to the fore the challenging questions about the extent to which existing content can be used in AI development without infringing on copyright laws.

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NVIDIA

NOVEMBER 15, 2023

New optimizations, models and resources announced at Microsoft Ignite will help developers deliver new end-user experiences, quicker. TensorRT-LLM for Windows will soon be compatible with OpenAI’s popular Chat API through a new wrapper. Custom generative AI requires time and energy to maintain projects.

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Unite.AI

JULY 19, 2024

That's an AI hallucination, where the AI fabricates incorrect information. Studies show that 3% to 10% of the responses that generative AI generates in response to user queries contain AI hallucinations. To deal with this issue, various tools have been developed to detect and correct LLM inaccuracies.

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AWS Machine Learning Blog

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps).

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AWS Machine Learning Blog

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

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AI News

OCTOBER 14, 2024

These new facilities will provide the UK with increased computing power and data storage capabilities, essential for training and deploying next-generation AI technologies. The largest single investment comes from Washington DC-based CloudHQ, which plans to develop a £1.9 billion data centre campus in Didcot, Oxfordshire.

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IBM Journey to AI blog

JANUARY 9, 2024

The emergence of generative AI prompted several prominent companies to restrict its use because of the mishandling of sensitive internal data. According to CNN, some companies imposed internal bans on generative AI tools while they seek to better understand the technology and many have also blocked the use of internal ChatGPT.

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NVIDIA

MAY 23, 2023

Generative AI — in the form of large language model (LLM) applications like ChatGPT, image generators such as Stable Diffusion and Adobe Firefly, and game rendering techniques like NVIDIA DLSS 3 Frame Generation — is rapidly ushering in a new era of computing for productivity, content creation, gaming and more.

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Unite.AI

NOVEMBER 13, 2023

In a significant leap forward for artificial intelligence and computing, Nvidia has unveiled the H200 GPU, marking a new era in the field of generative AI. As AI models become increasingly complex and data-intensive, the demand for more powerful and efficient GPUs has skyrocketed.

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AI News

SEPTEMBER 20, 2024

The company also launched an AI Developer, a Qwen-powered AI assistant designed to support programmers in automating tasks such as requirement analysis, code programming, and bug identification and fixing. To support these AI advancements, Alibaba Cloud has announced several infrastructure upgrades, including: CUBE DC 5.0,

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AWS Machine Learning Blog

OCTOBER 6, 2023

The applications also extend into retail, where they can enhance customer experiences through dynamic chatbots and AI assistants, and into digital marketing, where they can organize customer feedback and recommend products based on descriptions and purchase behaviors. The agent sends the personalized email campaign to the end user.

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NVIDIA

MAY 29, 2024

Generative AI is propelling AV 2.0, a new era in autonomous vehicle technology characterized by large, unified, end-to-end AI models capable of managing various aspects of the vehicle stack, including perception, planning and control. In contrast to AV 1.0’s

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AWS Machine Learning Blog

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

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AWS Machine Learning Blog

NOVEMBER 10, 2023

We are witnessing a rapid increase in the adoption of large language models (LLM) that power generative AI applications across industries. LLMs are capable of a variety of tasks, such as generating creative content, answering inquiries via chatbots, generating code, and more.

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Unite.AI

SEPTEMBER 28, 2023

Generative AI has captured interest across businesses globally. In fact, ​​60% of organizations with reported AI adoption are now using generative AI. LLMs specifically have created a widespread use of phishing attacks that can speak your mother tongue perfectly.

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AWS Machine Learning Blog

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

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Marktechpost

AUGUST 2, 2024

Hackers finding a way to mislead their AI into disclosing critical corporate or consumer data is the possible nightmare that looms over Fortune 500 company leaders as they create chatbots and other generative AI applications. Responsible and secure AI development and deployment is a top priority for the organization.

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Flipboard

APRIL 19, 2023

For many, ChatGPT and the generative AI hype train signals the arrival of artificial intelligence into the mainstream. “Vector databases are the natural extension of their (LLMs) capabilities,” Zayarni explained to TechCrunch. ” Investors have been taking note, too. .

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Unite.AI

AUGUST 5, 2024

Once the model exceeds 7 billion parameters, it is generally referred to as a large language model (LLM). The core “skill” (if you might call it that) of an LLM is its ability to predict the most likely next word in an incomplete block of text. But ChatGPT is not the only LLM out there.

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AWS Machine Learning Blog

SEPTEMBER 28, 2023

In this post, we propose Generative AI Gateway as platform for an enterprise to allow secure access to FMs for rapid innovation. In this post, we define what a Generative AI Gateway is, its benefits, and how to architect one on AWS. What is a Generative AI Gateway?

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Topbots

NOVEMBER 27, 2023

AI has played a supporting role in software development for years, primarily automating tasks like analytics, error detection, and project cost and duration forecasting. However, the emergence of generative AI has reshaped the software development landscape, driving unprecedented productivity gains.

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TheSequence

JULY 2, 2023

Created Using Midjourney Next Week in The Sequence: Edge 305: Our generative AI series continues with an overview of in-context, retrieval-augmented LLMs including Google’s original paper in the space. We also explore the Humanloop platform for LLMs. TheSequence is a reader-supported publication. billion valuation.

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Marktechpost

DECEMBER 19, 2024

Hugging Face Releases Picotron: A New Approach to LLM Training Hugging Face has introduced Picotron, a lightweight framework that offers a simpler way to handle LLM training. Conclusion Picotron represents a step forward in LLM training frameworks, addressing long-standing challenges associated with 4D parallelization.

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Analytics Vidhya

APRIL 19, 2023

GPT-4, with its multimodal capabilities, has been at the forefront of artificial intelligence (AI) developments. Now, a team of researchers has announced the creation of MiniGPT-4, an open-source model that performs complex vision-language tasks similar to its larger counterpart.

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NVIDIA

MARCH 13, 2024

LLMs are widely used in language translation apps such as DeepL , which uses AI and machine learning to provide accurate outputs. Medical researchers are training LLMs on textbooks and other medical data to enhance patient care. Retailers are leveraging LLM-powered chatbots to deliver stellar customer support experiences.

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AWS Machine Learning Blog

DECEMBER 5, 2024

As generative AI continues to drive innovation across industries and our daily lives, the need for responsible AI has become increasingly important. At AWS, we believe the long-term success of AI depends on the ability to inspire trust among users, customers, and society.

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Marktechpost

MAY 10, 2024

Generative AI (GenAI) tools have come a long way. Believe it or not, the first generative AI tools were introduced in the 1960s in a Chatbot. In 2024, we can create anything imaginable using generative AI tools like ChatGPT, DALL-E, and others. However, there is a problem.

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NVIDIA

MAY 1, 2024

Say It Out Loud ChatRTX uses retrieval-augmented generation , NVIDIA TensorRT-LLM software and NVIDIA RTX acceleration to bring chatbot capabilities to RTX-powered Windows PCs and workstations. The latest version adds support for additional LLMs, including Gemma, the latest open, local LLM trained by Google.

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