Dataconomy

AUGUST 7, 2023

Artificial intelligence is no longer fiction and the role of AI databases has emerged as a cornerstone in driving innovation and progress. AI databases are specialized to store, manage, and retrieve data for artificial intelligence and machine learning applications ( Image credit ) What is an AI database?

Open Source 67

Open Source Artificial Intelligence Data Applications 67

Dataconomy

JANUARY 3, 2024

MyShell, in collaboration with leading academic institutions, has unveiled OpenVoice, a groundbreaking open-source voice cloning technology, setting new standards in the field of AI-driven audio replication. Today, we proudly open source our OpenVoice algorithm, embracing our core ethos – AI for all.

Open Source 80

Open Source Research Training Development 80

CIO Business Intelligence

JUNE 7, 2023

This data in turn is used to train and serve machine learning models. And they all rely on the open-source NoSQL database Apache Cassandra ®. Real-time AI demands large amounts of data to train ML models and make accurate predictions or generate new content very quickly.

Open Source 52

Open Source Architecture Applications Data 52

CIO Business Intelligence

MAY 29, 2024

AI consumes a lot of power, whether it’s training large language models or running inference. For example, if you run inference with a model that was trained by somebody else, you should report on your share of the CO2 impact. How long is the training process, how long is it valid for, and how many customers did that weight impact?”

Energy 103

Energy Training Guidelines Report 103

CIO Business Intelligence

AUGUST 1, 2023

Building out a technology architecture scaling to multiple services applied to 500 million acres is a bold bet on using technology to drive growth. It will be driven by the fierce pace of evolution of best-of-breed technology like the Apache open-source data ecosystem. Artificial Intelligence, Machine Learning

Strategy 52

Strategy Open Source Artificial Intelligence Examples 52

Dataconomy

FEBRUARY 26, 2024

This week, Groq’s LPU astounded the tech community by executing open-source Large Language Models (LLMs) like Llama-2, which boasts 70 billion parameters, at an impressive rate of over 100 tokens per second. Furthermore, it demonstrated its prowess with Mixtral, achieving nearly 500 tokens per second per user.

Energy 91

Energy Applications Hardware Training 91

CIO Business Intelligence

JULY 18, 2023

Nvidia’s transformation from an accelerator of video games to an enabler of artificial intelligence (AI) and the industrial metaverse didn’t happen overnight—but the leap in its stock market value to over a trillion dollars did. Some of those models are truly gargantuan: OpenAI’s GPT-4 is said to have over 1 trillion parameters.

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Company Pharmaceuticals 3D Artificial Intelligence 98

Dataconomy

SEPTEMBER 13, 2023

Neural Network Architecture : Unstable Diffusion relies on the formidable PixelCNN++ neural network architecture. Trained Well : The model underwent rigorous training using a dataset containing a whopping 100 million images. Free-to-use : The icing on the cake – it’s open-source and absolutely free to use!

How To 45

How To Artificial Intelligence Tools Architecture 45

SecureWorld News

SEPTEMBER 19, 2023

The incident, which began in July 2020 and remained undetected for almost three years, originated from Microsoft's attempt to share open-source code and AI models for image recognition via a GitHub repository. With AI in particular, the amount of sensitive data being used and stored can be extremely large.

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Microsoft Data Storage Security 80

CIO Business Intelligence

JUNE 16, 2022

Some of these low-code or no-code enhancements enable people with no formal programming training to use BPM tools successfully. Open-source options are also available for use by companies that have the developers to support them. There are a wide variety of pricing plans for the BPM systems. Others charge by user or node.

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Tools IBM Open Source Oracle 119

CIO Business Intelligence

MARCH 24, 2022

The second is to host mobile applications, containers, and artificial intelligence (AI) applications — what Sonnenstein calls “acting as a full-fledged member of the modern universe.”. Z upgrades and open source. But hardware alone will not guarantee the future of IBM’s mainframe architecture.

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IBM Banking Linux Open Source 144

Vox

MARCH 25, 2023

I and my co-authors warned about this five years ago in a 2018 report called “ The Malicious Use of Artificial Intelligence ,” while the Partnership on AI (Meta was a founding member and remains an active partner) had a great report on responsible publication in 2021. If this means less open source, then no.

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Training Open Source Research Microsoft 98

CIO Business Intelligence

DECEMBER 6, 2023

Many enterprises are accelerating their artificial intelligence (AI) plans, and in particular moving quickly to stand up a full generative AI (GenAI) organization, tech stacks, projects, and governance. This is akin to the challenge of choosing a skilled doctor when one lacks medical expertise.

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Enterprise Enterprise Strategy Artificial Intelligence 119

Dataconomy

FEBRUARY 27, 2023

Meta LLaMA AI, GPT-3, Chinchilla, and many more excellent examples are joining the large language models (LLMs) as interest in artificial intelligence continues to rise. When trained on a petabyte or more text data, large language models can expand to tens of terabytes in size.

Artificial Intelligence 28

Artificial Intelligence Training Google Tools 28

Dataconomy

NOVEMBER 14, 2023

This latest innovation from Nvidia is tailored to power supercomputers that drive generative AI models, showcasing the prowess of the Nvidia Hopper architecture. This architecture represents a significant performance advancement over previous models. What does Nvidia H200 offer? terabytes per second. enhancement in memory bandwidth.

Architecture 41

Architecture Enterprise Enterprise Applications 41

CIO Business Intelligence

JANUARY 4, 2023

It’s a tall order, and one that will hinge on a few factors: Accelerator deployment and management at scale Changes to power and cooling design decisions at very large scale Open-source deployment of high-performance clusters to run simulation, AI, and data analytics workloads What’s New and Growing Among HPC Users?

Dell 59

Dell Data Center Intel Artificial Intelligence 59

CTOvision

DECEMBER 30, 2015

Here is more on what we expect each will bring us in 2016: Cloud Computing : The efficiencies of this new architecture are driving compute costs down. Artificial Intelligence : Science fiction has brought this term to be a household word, but few realize the reality of this field of computing.

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Trends Enterprise Enterprise Report 150

Dataconomy

MARCH 19, 2024

Get ready to dive into the latest advancements in artificial intelligence as we unpack everything unveiled at GTC 2024, the premier AI conference for developers, business leaders, and AI researchers. The SuperPOD boasts liquid-cooled rack-scale architecture, 11.5

SAP 45

SAP Healthcare Oracle Cloud 45

Dataconomy

APRIL 13, 2023

AutoGPT is an experimental open-source application that showcases the capabilities of the GPT-4 language model. ElevenLabs and ImageGen are only two of the artificial intelligence models that AutoGPT may use to generate speech and images. Choosing an appropriate type and architecture for the agent.

Artificial Intelligence 28

Artificial Intelligence Tools Examples Programming 28

Linux Academy

MARCH 28, 2019

While Machine Learning is just a subset of true Artificial Intelligence vendors of infrastructure automation have coined a new buzz acronym, AIOps. N-Tier architectures and micro-services applications must be tuned for performance. These metrics makeup a great data source for further analytics. Machine Learning.

Open Source 60

Open Source Devops Linux Cloud 60

Dataconomy

MARCH 7, 2023

Understanding of blockchain architecture and protocols A blockchain developer must have a strong understanding of blockchain architecture and protocols. Hyperledger Fabric:  Hyperledger Fabric is an open-source blockchain framework designed for enterprise use cases.

How To 36

How To Development Trends Industry 36

Dataconomy

MAY 15, 2024

This allows Trillium TPUs to train models more quickly and provide lower latency when serving those models. This architecture combines performance-optimized infrastructure, including Trillium TPUs, with open-source software frameworks and adaptable consumption models. Featured image credit: Rajeshwar Bachu/Unsplash

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Google Meeting Artificial Intelligence Open Source 41

CIO Business Intelligence

AUGUST 16, 2023

The Azure deployment gives companies a private instance of the chatbot, meaning they don’t have to worry about corporate data leaking out into the AI’s training data set. Using embeddings allows a company to create what is, in effect, a custom AI without having to train an LLM from scratch. “It But they don’t necessarily stop there.

Open Source 98

Open Source Training Licensing Enterprise 98

Dataconomy

APRIL 24, 2024

Meta made its new Llama 3 LLM open-source and you can run it locally with Ollama. By making Llama 3 open-source, Meta has unlocked a wealth of potential for businesses of all sizes. They have been trained using two newly unveiled custom-built 24K GPU clusters on more than 15 trillion tokens of data.

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Open Source Training Windows Data 45

Dataconomy

MAY 23, 2023

In the ever-evolving landscape of technological advancements, Artificial Intelligence (AI) has begun to leave an indelible mark on various industries and professions, including art. AI-generated images are images that are created by artificial intelligence systems from text descriptions. What is AI art? What is AI art?

Artificial Intelligence 81

Artificial Intelligence Tools Guidelines Examples 81

Dataconomy

MAY 11, 2023

Palm 2 is a newer model than GPT4, and it has been trained on a larger dataset of text and code. In addition, PaLM 2 is open source, which means that it is available to anyone to use and improve. Multilingualism : PaLM2 is trained in over 100 languages, including idioms, poems, and riddles. How does PaLM 2 work?

Meeting 60

Meeting Google Training Artificial Intelligence 60

Dataconomy

APRIL 4, 2023

Artificial intelligence (AI) is a broad term that encompasses the ability of computers and machines to perform tasks that normally require human intelligence, such as reasoning, learning, decision-making, and problem-solving. An AI model is a crucial part of artificial intelligence. What is an AI model?

Artificial Intelligence 36

Artificial Intelligence Training Data Tools 36

Dataconomy

APRIL 4, 2023

Artificial intelligence (AI) is a broad term that encompasses the ability of computers and machines to perform tasks that normally require human intelligence, such as reasoning, learning, decision-making, and problem-solving. An AI model is a crucial part of artificial intelligence. What is an AI model?

Artificial Intelligence 36

Artificial Intelligence Training Data Tools 36

CIO Business Intelligence

OCTOBER 26, 2023

This process can be clarifying—for example, you may find multiple use cases can be addressed by a single solution, sometimes even leveraging common architectures and data sets. This makes training and education a critical role in GenAI adoption. No matter where you are in your GenAI journey, the steps above can help.

Dell 131

Dell Survey Education Training 131

CIO Business Intelligence

FEBRUARY 28, 2024

Now it becomes a service I can call and I don’t have to worry about training,” says Khan. When a company wants to fine-tune a model or create a new one in a particular subject area, it requires data architecture, critical choices about which model or type of model to pursue, and more. “It They’re not great for knowledge.”

Fractional CTO 131

Fractional CTO Open Source Enterprise Enterprise 131

CIO Business Intelligence

MAY 26, 2022

When companies first start deploying artificial intelligence and building machine learning projects, the focus tends to be on theory. How can it be trained? They can be open source or proprietary. There are general principles, dozens of vendors, and even more open-source tool sets.

Devops 145

Devops Tools Artificial Intelligence Data 145

CIO Business Intelligence

MAY 28, 2022

When companies first start deploying artificial intelligence and building machine learning projects, the focus tends to be on theory. How can it be trained? They can be open source or proprietary. There are general principles, dozens of vendors, and even more open-source tool sets.

Devops 143

Devops Tools Artificial Intelligence Data 143

TM Forum

SEPTEMBER 7, 2022

Artificial Intelligence for network Operations (AIOps) combines big data and machine learning (ML) to automate network operations processes, including event correlation, anomaly detection and causality determination. Will open APIs, tools and platforms help? It’s also a key part of Infovista’s. Ativa™ offering.

Data 130

Data Artificial Intelligence Network Cloud 130

CIO Business Intelligence

JUNE 13, 2023

The Salesforce AI Cloud combines the company’s previously announced Slack GPT, Tableau GPT, Apex GPT , MuleSoft GPT, Flow GPT, Service GPT, Marketing GPT, and Commerce GPT along with the new Einstein Trust layer and a prompt engineering tool for training large language models (LLMs ).

Cloud 52

Cloud Architecture Training Engineering 52

Dataconomy

JULY 18, 2023

In the vast and ever-evolving landscape of artificial intelligence, there are groundbreaking innovations that reshape our world for the better, empowering us with transformative capabilities. It does not let the human know hes an artificial intelligence and can camouflage emotions and feelings.

Artificial Intelligence 68

Artificial Intelligence Tools Security Malware 68

Dataconomy

JULY 18, 2023

A diverse tapestry of participants, ranging from imposing corporate giants to ambitious startups, and extending to the altruistic open-source community, is deeply engrossed in the exciting endeavor to innovate the most advanced large language models. Which are worthy of being crowned among the best large language models?

Open Source 36

Open Source Training Research Applications 36

CIO Business Intelligence

APRIL 27, 2022

Many enterprises around the world are discovering new insights, revenue and efficiencies through the use of artificial intelligence (AI). With no changes to the architecture or code, the group immediately experienced a 2x acceleration in training time.

Enterprise 98

Enterprise Enterprise Case Study Training 98