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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LLM Large Language Models Generative AI AI 232

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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LLM Large Language Models OpenAI Generative AI 207

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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LLM OpenAI Large Language Models AI 208

Unite.AI

FEBRUARY 6, 2025

At the forefront of this progress are large language models (LLMs) known for their ability to understand and generate human language. While LLMs perform well at tasks like conversational AI and content creation, they often struggle with complex real-world challenges requiring structured reasoning and planning.

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Large Language Models LLM Algorithm Artificial Intelligence 138

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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LLM Large Language Models Generative AI AI 222

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. Li held data science roles in the financial and retail industries.

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Large Language Models Machine Learning LLM Python 143

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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LLM Large Language Models AI AI 140

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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LLM Large Language Models Generative AI AI 162

Towards AI

JANUARY 29, 2025

Fine-tuning large language models (LLMs) has become an easier task today thanks to the availability of low-code/no-code tools that allow you to simply upload your data, select a base model and obtain a fine-tuned model. However, it is important to understand the fundamentals before diving into these tools.

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Large Language Models LLM BERT Machine Learning 92

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? Three IBM-based reformulations that balance utility against data privacy.

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LLM ChatGPT OpenAI Large Language Models 205

Analytics Vidhya

MAY 23, 2024

Introduction LLM Agents play an increasingly important role in the generative landscape as reasoning engines. However, agents face formidable challenges within Large Language Models (LLMs), including context understanding, coherence maintenance, and dynamic adaptability.

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LLM Large Language Models 374

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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Large Language Models LLM Machine Learning AI 111

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

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 109

Analytics Vidhya

JULY 22, 2024

Introduction Running large language models (LLMs) locally can be a game-changer, whether you’re experimenting with AI or building advanced applications. But let’s be honest—setting up your environment and getting these models to run smoothly on your machine can be a real headache.

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LLM Large Language Models AI AI 347

Analytics Vidhya

APRIL 2, 2025

RAG, or Retrieval-Augmented Generation, has received widespread acceptance when it comes to reducing model hallucinations and enhancing the domain-specific knowledge base of large language models (LLMs).

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Large Language Models LLM 235

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. However, the industry is seeing enough potential to consider LLMs as a valuable option.

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Large Language Models Prompt Engineering Prompt Engineer Metadata 114

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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LLM Generative AI AI AI 170

Unite.AI

MARCH 26, 2025

Recent advances in large language models (LLMs) are now changing this. The integration of LLMs is beginning to redefine what embodied AI can achieve, making robots more capable of learning and adapting. This evolution of LLMs is enabling engineers to evolve embodied AI beyond performing some repetitive tasks.

Robotics 200

Robotics Large Language Models LLM Natural Language Processing 200

AI News

NOVEMBER 28, 2024

In recent times, AI lab researchers have experienced delays in and challenges to developing and releasing large language models (LLM) that are more powerful than OpenAI’s GPT-4 model. First, there is the cost of training large models, often running into tens of millions of dollars.

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Large Language Models Big Data OpenAI AI Modeling 321

Marktechpost

MARCH 22, 2025

Researchers from Shanghai University of Finance & Economics, Fudan University, and FinStep have developed Fin-R1, a specialized LLM for financial reasoning. In the model training phase, Fin-R1 is fine-tuned on Qwen2.5-7B-Instruct The study presents a two-stage framework for constructing Fin-R1.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 95

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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Explainability LLM Large Language Models AI 140

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? per million tokens.

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LLM AI AI OpenAI 278

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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Big Data LLM Large Language Models Automation 244

AI News

DECEMBER 3, 2024

The programme includes the joint development of Managed Large Language Model Services with service partners, leveraging the company’s generative AI capabilities. Photo by Hannah Busing ) See also: Alibaba Marco-o1: Advancing LLM reasoning capabilities Want to learn more about AI and big data from industry leaders?

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Big Data Large Language Models AI AI 292

Analytics Vidhya

FEBRUARY 11, 2025

Large Language Model agents are powerful tools for automating tasks like search, content generation, and quality review. Multi-agent workflows allow you to split these tasks among different […] The post Multi-Agent LLM Workflow with LlamaIndex for Research & Writing appeared first on Analytics Vidhya.

LLM 140

LLM Large Language Models Automation Generative AI 140

Unite.AI

SEPTEMBER 19, 2024

Their solution is to integrate large language models (LLMs) like ChatGPT into autonomous driving systems.' The Power of Natural Language in AVs LLMs represent a leap forward in AI's ability to understand and generate human-like text. The results were promising. One key issue is processing time.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 328

Unite.AI

OCTOBER 23, 2024

The rapid development of Large Language Models (LLMs) has brought about significant advancements in artificial intelligence (AI). From automating content creation to providing support in healthcare, law, and finance, LLMs are reshaping industries with their capacity to understand and generate human-like text.

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LLM Large Language Models AI AI 316

Marktechpost

DECEMBER 27, 2024

Researchers from Meta, AITOMATIC, and other collaborators under the Foundation Models workgroup of the AI Alliance have introduced SemiKong. SemiKong represents the worlds first semiconductor-focused large language model (LLM), designed using the Llama 3.1 Trending: LG AI Research Releases EXAONE 3.5:

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LLM Large Language Models AI Tools Automation 124

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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OpenAI Large Language Models LLM AI 200

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.

Large Language Models 200

Large Language Models Natural Language Processing AI AI 200

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. Despite their impressive capabilities, transformer-based models like LLMs are still far from achieving AGI.

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Large Language Models LLM AI AI 247

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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Large Language Models OpenAI Data Analysis Explainability 270

Analytics Vidhya

OCTOBER 14, 2024

Introduction In today’s digital world, Large Language Models (LLMs) are revolutionizing how we interact with information and services. LLMs are advanced AI systems designed to understand and generate human-like text based on vast amounts of data.

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Large Language Models Deep Learning AI AI 223

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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OpenAI AI Modeling Big Data Large Language Models 284

Towards AI

NOVEMBER 16, 2024

Traditional large language models (LLMs) like ChatGPT excel in generating human-like text based on extensive training data. Enter Web-LLM Assistant, an innovative open-source project designed to overcome this limitation by integrating local LLMs with real-time web searching capabilities.

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LLM AI Modeling Large Language Models Artificial Intelligence 105

AWS Machine Learning Blog

APRIL 11, 2025

In December 2024, AWS launched the AWS Large Language Model League (AWS LLM League) during re:Invent 2024. 3B base model for a specific domain, applying the tools and techniques they learned. Competitors were tasked with customizing Metas Llama 3.2

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LLM Machine Learning Large Language Models ML 112