Analytics Vidhya

JANUARY 7, 2025

Fine-tuning large language models (LLMs) is an essential technique for customizing LLMs for specific needs, such as adopting a particular writing style or focusing on a specific domain. OpenAI and Google AI Studio are two major platforms offering tools for this purpose, each with distinct features and workflows.

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AI News

NOVEMBER 28, 2024

OpenAI and other leading AI companies are developing new training techniques to overcome limitations of current methods. Addressing unexpected delays and complications in the development of larger, more powerful language models, these fresh techniques focus on human-like behaviour to teach algorithms to ‘think.

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Analytics Vidhya

OCTOBER 11, 2024

Introduction The rise of large language models (LLMs), such as OpenAI’s GPT and Anthropic’s Claude, has led to the widespread adoption of generative AI (GenAI) products in enterprises. Organizations across sectors are now leveraging GenAI to streamline processes and increase the efficiency of their workforce.

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AI News

APRIL 17, 2025

The Fundamental AI Research (FAIR) team at Meta has announced five projects advancing the company’s pursuit of advanced machine intelligence (AMI). Vision encoders function as the “eyes” for AI systems, allowing them to understand visual data.

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AI News

DECEMBER 3, 2024

Alibaba Cloud is overhauling its AI partner ecosystem, unveiling the “Partner Rainforest Plan” during its annual Partner Summit 2024. Our global partners are not just participants, they are the architects of a new digital landscape in the AI era.

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Analytics Vidhya

JANUARY 26, 2025

In the dynamic field of large language models (LLMs), choosing the right model for your specific task can often be daunting. With new models constantly emerging – each promising to outperform the last – its easy to feel overwhelmed. Dont worry, we are here to help you.

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Unite.AI

FEBRUARY 6, 2025

In recent years, artificial intelligence (AI) has emerged as a practical tool for driving innovation across industries. At the forefront of this progress are large language models (LLMs) known for their ability to understand and generate human language. Mind Evolution applies this principle to LLMs.

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AI News

APRIL 2, 2025

A new study from the AI Disclosures Project has raised questions about the data OpenAI uses to train its large language models (LLMs). The research indicates the GPT-4o model from OpenAI demonstrates a “strong recognition” of paywalled and copyrighted data from O’Reilly Media books.

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Flipboard

DECEMBER 2, 2024

In Part 1 of this series, we introduced Amazon SageMaker Fast Model Loader , a new capability in Amazon SageMaker that significantly reduces the time required to deploy and scale large language models (LLMs) for inference. Prior to joining AWS, Dr.

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Analytics Vidhya

JANUARY 23, 2025

Evaluating Large Language Models (LLMs) is essential for understanding their performance, reliability, and applicability in various contexts. As LLMs continue to evolve, robust evaluation methodologies are crucial […] The post A Guide on Effective LLM Assessment with DeepEval appeared first on Analytics Vidhya.

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Unite.AI

MARCH 26, 2025

Recent advances in large language models (LLMs) are now changing this. The AI systems, trained on vast text data, are making robots smarter, more flexible, and better able to work alongside humans in real-world settings. A key advantage of LLMs is their ability to improve natural language interaction with robots.

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AI News

APRIL 11, 2025

Generative AI is reshaping global competition and geopolitics, presenting challenges and opportunities for nations and businesses alike. “They’ve built their AI teams and ecosystem far before there was such tension around the world.”

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Unite.AI

APRIL 17, 2025

Foundation EGI , a pioneering artificial intelligence company founded at MIT, has officially launched today with the debut of the worlds first Engineering General Intelligence (EGI) platform a domain-specific, agentic AI system tailored to supercharge every phase of industrial engineering and manufacturing.

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Analytics Vidhya

APRIL 8, 2025

Large Language Models (LLMs) have become integral to modern AI applications, but evaluating their capabilities remains a challenge. Traditional benchmarks have long been the standard for measuring LLM performance, but with the rapid evolution of AI, many are questioning their continued relevance.

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Unite.AI

DECEMBER 12, 2024

Imagine this: you have built an AI app with an incredible idea, but it struggles to deliver because running large language models (LLMs) feels like trying to host a concert with a cassette player. This is where inference APIs for open LLMs come in. The potential is there, but the performance?

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Unite.AI

FEBRUARY 27, 2025

It proposes a system that can automatically intervene to protect users from submitting personal or sensitive information into a message when they are having a conversation with a Large Language Model (LLM) such as ChatGPT. Remember Me?

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Analytics Vidhya

MARCH 6, 2025

Large Language Models (LLMs) have proven themselves as a formidable tool, excelling in both interpreting and producing text that mimics human language. Nevertheless, the widespread availability of these models introduces the complex task of accurately assessing their performance.

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AI News

APRIL 22, 2025

As geopolitical events shape the world, it’s no surprise that they affect technology too specifically, in the ways that the current AI market is changing, alongside its accepted methodology, how it’s developed, and the ways it’s put to use in the enterprise. There’s also the cost.

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AI News

APRIL 9, 2025

Deep Cogito has released several open large language models (LLMs) that outperform competitors and claim to represent a step towards achieving general superintelligence. Deep Cogito claims IDA is efficient, stating the new models were developed by a small team in approximately 75 days.

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Flipboard

APRIL 9, 2025

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. Although an individual LLM can be highly capable, it might not optimally address a wide range of use cases or meet diverse performance requirements.

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AI News

APRIL 1, 2025

As the adoption of AI accelerates, organisations may overlook the importance of securing their Gen AI products. Companies must validate and secure the underlying large language models (LLMs) to prevent malicious actors from exploiting these technologies.

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Marktechpost

APRIL 11, 2025

HIGGS the innovative method for compressing large language models was developed in collaboration with teams at Yandex Research, MIT, KAUST and ISTA. HIGGS makes it possible to compress LLMs without additional data or resource-intensive parameter optimization.

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AI News

APRIL 9, 2025

Chinese AI startup DeepSeek has solved a problem that has frustrated AI researchers for several years. Its breakthrough in AI reward models could improve dramatically how AI systems reason and respond to questions. What are AI reward models, and why do they matter?

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Large Language Models Big Data AI AI 254

AWS Machine Learning Blog

APRIL 2, 2025

The goal of this blog post is to show you how a large language model (LLM) can be used to perform tasks that require multi-step dynamic reasoning and execution. These function signatures act as tools that the LLM can use to formulate a plan to answer a users query.

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Large Language Models LLM Machine Learning Big Data 110

Unite.AI

FEBRUARY 27, 2025

The recent excitement surrounding DeepSeek, an advanced large language model (LLM), is understandable given the significantly improved efficiency it brings to the space. Rather, DeepSeeks achievement is a natural progression along a well-charted pathone of exponential growth in AI technology.

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AI News

APRIL 8, 2025

Alibaba Cloud has expanded its AI portfolio for global customers with a raft of new models, platform enhancements, and Software-as-a-Service (SaaS) tools. The announcements, made during its Spring Launch 2025 online event, underscore the drive by Alibaba to accelerate AI innovation and adoption on a global scale.

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Analytics Vidhya

MARCH 7, 2025

Understanding LLM Evaluation Metrics is crucial for maximizing the potential of large language models. LLM evaluation Metrics help measure a models accuracy, relevance, and overall effectiveness using various benchmarks and criteria.

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LLM Large Language Models Generative AI AI 162

AI News

MARCH 19, 2025

NVIDIA has launched Dynamo, an open-source inference software designed to accelerate and scale reasoning models within AI factories. As AI reasoning becomes increasingly prevalent, each AI model is expected to generate tens of thousands of tokens with every prompt, essentially representing its “thinking” process.

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AWS Machine Learning Blog

JANUARY 7, 2025

Large language models (LLMs) have demonstrated promising capabilities in machine translation (MT) tasks. Depending on the use case, they are able to compete with neural translation models such as Amazon Translate. One of LLMs most fascinating strengths is their inherent ability to understand context.

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Unite.AI

MARCH 15, 2025

This time, its not a generative AI model, but a fully autonomous AI agent, Manus , launched by Chinese company Monica on March 6, 2025. This development signals a paradigm shift in AI development, moving from reactive models to fully autonomous agents. Manus follows a neuro-symbolic approach for task execution.

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Unite.AI

APRIL 5, 2025

In recent years, the AI field has been captivated by the success of large language models (LLMs). Initially designed for natural language processing, these models have evolved into powerful reasoning tools capable of tackling complex problems with human-like step-by-step thought process.

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AI News

JANUARY 15, 2025

As AI becomes increasingly integral to business operations, new safety concerns and security threats emerge at an unprecedented paceoutstripping the capabilities of traditional cybersecurity solutions. You’re doing the model validation on a continuous basis. AI and the addition of LLMs same thing, whole host of new problem sets.

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AI News

JANUARY 10, 2025

You’ve got a great idea for an AI-based application. Think of fine-tuning like teaching a pre-trained AI model a new trick. Think of the large language model as your basic recipe and the hyperparameters as the spices you use to give your application its unique “flavour.”

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Analytics Vidhya

MARCH 18, 2025

Six months ago, LLMs.txt was introduced as a groundbreaking file format designed to make website documentation accessible for large language models (LLMs). Since its release, the standard has steadily gained traction among developers and content creators.

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Unite.AI

MARCH 16, 2025

For years, Artificial Intelligence (AI) has made impressive developments, but it has always had a fundamental limitation in its inability to process different types of data the way humans do. Most AI models are unimodal, meaning they specialize in just one format like text, images, video, or audio.

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Analytics Vidhya

FEBRUARY 22, 2025

Fine-tuning large language models (LLMs) is essential for optimizing their performance in specific tasks. OpenAI provides a robust framework for fine-tuning GPT models, allowing organizations to tailor AI behavior based on domain-specific requirements.

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Unite.AI

MARCH 29, 2025

Large language models (LLMs) are rapidly evolving from simple text prediction systems into advanced reasoning engines capable of tackling complex challenges. The development of reasoning techniques is the key driver behind this transformation, allowing AI models to process information in a structured and logical manner.

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