Machine Learning Mastery

FEBRUARY 23, 2023

When you build and train a PyTorch deep learning model, you can provide the training data in several different ways. Ultimately, a PyTorch model works like a function that takes a PyTorch tensor and returns you another tensor. You have a lot of freedom in how to get the input tensors.

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Machine Learning Mastery

JULY 15, 2024

In machine learning projects, achieving optimal model performance requires paying attention to various steps in the training process. But before focusing on the technical aspects of model training, it is important to define the problem, understand the context, and analyze the dataset in detail.

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NVIDIA AI Blog

FEBRUARY 11, 2025

Like the prolific jazz trumpeter and composer, researchers have been generating AI models at a feverish pace, exploring new architectures and use cases. In a 2021 paper, researchers reported that foundation models are finding a wide array of uses. Earlier neural networks were narrowly tuned for specific tasks. See chart below.)

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Futurism

FEBRUARY 12, 2025

According to Jos Hernndez-Orallo, a professor at Spains Valencian Research Institute for Artificial Intelligence, hallucination comes down to the way AI models are trained. The Hasso Plattner researchers say they've devised a way to intervene early in the AI training process to teach models about the concept of uncertainty.

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Engadget

MARCH 12, 2025

On Wednesday, the AI lab announced two new Gemini-based models it says will "lay the foundation for a new generation of helpful robots." The first involves a robot's flexibility to adapt to novel situations, including ones not covered by its training. Since its debut at the end of last year, Gemini 2.0

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TechSpot

FEBRUARY 8, 2025

The authors have obtained internal company emails in which Meta employees openly discussed "torrenting" well-known archives of pirated content to train more powerful AI models. The lawsuit filed by Sarah Silverman, Richard Kadrey, and other writers and rights holders against Meta may be entering its most critical phase.

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TechNode

MARCH 25, 2025

DeepSeek released an updated version of its DeepSeek-V3 model on March 24. The new version, DeepSeek-V3-0324, has 685 billion parameters, a slight increase from the original V3 models 671 billion. The company has not yet released a system card for the updated model. 72B and Llama-3.1-405B, Cailian , in Chinese]

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Ars Technica

MARCH 28, 2025

One of the most frustrating things about using a large language model is dealing with its tendency to confabulate information , hallucinating answers that are not supported by its training data.

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NVIDIA AI Blog

MARCH 17, 2025

AI models process tokens to learn the relationships between them and unlock capabilities including prediction, generation and reasoning. The faster tokens can be processed, the faster models can learn and respond. Efficient tokenization helps reduce the amount of computing power required for training and inference.

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Mashable Tech

FEBRUARY 19, 2025

Musk launched the Grok 3 model family on Monday in a livestream on X. The announcement also included reasoning models Grok 3 Reasoning in beta and Grok 3 mini Reasoning. xAI is promoting Grok 3 as the best model on the market, claiming it surpassed competitors from OpenAI , Google , Anthropic, and DeepSeek on key benchmarks.

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OpenAI

FEBRUARY 15, 2024

We explore large-scale training of generative models on video data. Specifically, we train text-conditional diffusion models jointly on videos and images of variable durations, resolutions and aspect ratios. Our largest model, Sora, is capable of generating a minute of high fidelity video.

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Machine Learning Mastery

MAY 18, 2023

Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on human languages. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Some great use case of LLMs has been demonstrated.

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TechCrunch

DECEMBER 19, 2023

A European Union plan to support homegrown AI startups by providing them with access to processing power for model training on the bloc’s supercomputers, which was announced back in September and kicked off last month, has seen France’s Mistral AI participate in an early pilot phase, according to an update from the EU.

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VentureBeat

MARCH 5, 2025

A team of researchers has introduced Light-R1-32B, a new open-source AI model optimized for solving advanced math problems, making it available on Hugging Face under a permissive Apache 2.0 license free for enterprises and researchers to take, deploy, fine-tune or modify as they wish, even for

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Machine Learning Mastery

FEBRUARY 28, 2023

A large deep learning model can take a long time to train. You lose a lot of work if the training process interrupted in the middle. But sometimes, you actually want to interrupt the training process in the middle because you know going any further would not give you a better model.

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The MatrixFiles

JANUARY 22, 2025

Membership Models Are Under Strain The traditional membership model is facing scrutiny. A la carte preferences : Members are gravitating toward customizable and flexible benefits rather than one-size-fits-all membership models. Pilot free membership with paid events models to attract new participants.

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Fast Company Tech

MARCH 18, 2025

Previously, the stunning intelligence gains that led to chatbots such ChatGPT and Claude had come from supersizing models and the data and computing power used to train them. o1 required more time to produce answers than other models, but its answers were clearly better than those of non-reasoning models.

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Fast Company Tech

MARCH 3, 2025

universities, however, have taken a more rigorous approach , identifying linguistic fingerprints that reveal which large language model (LLM) produced a given text. By training a machine learning classifier to do this task, and by looking at the performance of that classifier, we can then assess the difference between different LLMs.

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TechCrunch

JANUARY 4, 2024

2024 is going to be a huge year for the cross-section of generative AI/large foundational models and robotics. There’s a lot of excitement swirling around the potential for various applications, ranging from learning to product design. Google’s DeepMind Robotics researchers are one of a number of teams exploring the space’s potential.

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TechCrunch

DECEMBER 27, 2023

The New York Times is suing OpenAI and its close collaborator (and investor), Microsoft, for allegedly violating copyright law by training generative AI models on Times’ content. All rights reserved.

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NVIDIA AI Blog

MARCH 3, 2025

Among Ai2s efforts with EarthRanger is the planned development of a machine learning model trained using NVIDIA Hopper GPUs in the cloud that predicts the movement of elephants in areas close to human-wildlife boundaries where elephants could raid crops and potentially prompt humans to retaliate.

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Google Research AI blog

MARCH 6, 2023

Posted by Yu Zhang, Research Scientist, and James Qin, Software Engineer, Google Research Last November, we announced the 1,000 Languages Initiative , an ambitious commitment to build a machine learning (ML) model that would support the world’s one thousand most-spoken languages, bringing greater inclusion to billions of people around the globe.

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Fast Company Tech

MARCH 24, 2025

This requires organizations to take a multifaceted approach that encompasses training, support, communication, and transparency. Its also important for company leaders to model the way and advocate for usage among employees. Investing in upskilling is crucial in navigating this transition.

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Nonprofit Tech for Good

OCTOBER 13, 2021

Presented by: Kelly Ramage , Training Specialist at DonorPerfect. Think in terms of the simple Ask, Thank, Report, and Repeat model. Cost: Free. Effective donor retention strategies require you to determine your baseline, define success, and measure your progress toward your goals through reporting.

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Machine Learning Mastery

MAY 29, 2024

Introduction The process of deploying machine learning models is an important part of deploying AI technologies and systems to the real world. Unfortunately, the road to model deployment can be a tough one.

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Gyrus

JANUARY 9, 2025

GyrusAim LMS vs. Moodle: The Ultimate Training Solution for Military and Defense Organizations GyrusAim LMS GyrusAim LMS - Reliable and Responsive Learning Platform Home Blogs GyrusAim vs Moodle GyrusAim LMS vs. Moodle: The Ultimate Training Solution for Military and Defense Organizations Adriann Haney Sr.

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TechSpot

MAY 18, 2024

The revelation, which blew up online this week after a user called it out on X/Twitter, has plenty of people peeved that Slack didn't make this clearer from the jump. Corey Quinn, an executive at Duckbill Group, kicked up the fuss with an angry post asking "I'm sorry Slack, you're. Read Entire Article

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NVIDIA AI Blog

MARCH 18, 2025

Now, the AI age is marked by the development of generative AI, agentic AI and AI reasoning, which enables models to process more data to learn and reason to solve complex problems. State-of-the-art models demand supercomputing-scale resources. The industrial age was fueled by steam. The digital age brought a shift through software.

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Machine Learning Mastery

JANUARY 8, 2025

Introduction Training large language models (LLMs) is an involved process that requires planning, computational resources, and domain expertise. Data scientists, machine learning practitioners, and AI engineers alike can fall into common training or fine-tuning patterns that could compromise a model’s performance or scalability.

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TechSpot

JUNE 27, 2024

Earlier this year, the Federal Trade Commission warned that companies would be sorely tempted to change the terms and conditions of their privacy statements to allow them to use their customers' data to train AI models. To avoid backlash from users concerned about their privacy, companies may try to make. Read Entire Article

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VentureBeat

MARCH 19, 2025

SEARCH-R1 trains LLMs to gradually think and conduct online search as they generate answers for reasoning problems. Read More

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TechSpot

AUGUST 6, 2024

According to internal Slack chats, emails, spreadsheets, and several other sources obtained by 404 Media, Nvidia asked workers to download videos from various online platforms to compile data to train its Omniverse, autonomous vehicles, and digital human products. Read Entire Article

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Machine Learning Mastery

JUNE 14, 2024

Stable Diffusion is trained on LAION-5B, a large-scale dataset comprising billions of general image-text pairs. To address this problem, fine-tuning the model for specific use cases becomes crucial.

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TechSpot

SEPTEMBER 19, 2024

However, it appears that LinkedIn began training its AI. In a blog post by LinkedIn's SVP and General Counsel, Blake Lawit, the company outlined new user agreements and FAQs to inform users of these changes. Read Entire Article

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Machine Learning Mastery

MARCH 17, 2025

Learning advanced concepts of LLMs includes a structured, stepwise approach that includes concepts, models, training, and optimization as well as deployment and advanced retrieval methods. This roadmap presents a step-by-step method to gain expertise in LLMs.

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Machine Learning Mastery

AUGUST 6, 2024

If you’re familiar with machine learning, you know that the training process allows the model to learn the optimal values for the parameters—or model coefficients—that characterize it. But machine learning models also have a set of hyperparameters whose values you should specify when training the model.

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DeepMind Blog

DECEMBER 4, 2024

Generating unlimited diverse training environments for future general agents

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