Data Science Dojo

APRIL 9, 2024

While language models in generative AI focus on textual data, vision language models (VLMs) bridge the gap between textual and visual data. Understanding vision language models VLMs combine computer vision (CV) and natural language processing (NLP), enabling them to understand and connect visual information with textual data.

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Analytics Vidhya

APRIL 19, 2024

Introduction The landscape of artificial intelligence has been dramatically reshaped over the past few years by the advent of Large Language Models (LLMs). At the forefront of this […] The post Meta Llama 3: Redefining Large Language Model Standards appeared first on Analytics Vidhya.

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Analytics Vidhya

MAY 6, 2024

Introduction Visual Language Models (VLMs) are revolutionizing the way machines comprehend and interact with both images and text. These models skillfully combine techniques from image processing with the subtleties of language comprehension. This integration enhances the capabilities of artificial intelligence (AI).

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Analytics Vidhya

MAY 10, 2024

Introduction Everyone’s talking about Large Language Models, or LLMs, and how amazing they are. But there’s also something exciting happening with Small Language Models (SLMs) that are starting to get more attention. appeared first on Analytics Vidhya.

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Analytics Vidhya

MARCH 27, 2024

Vision Language models are the models that can process and understand both visual and language(textual input) data simultaneously. These models combine techniques from Computer Vision and Natural Language Processing to understand and generate text based on the image content and language instruction.

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Analytics Vidhya

MAY 6, 2024

Fulfilling these needs, researchers at NVIDIA and MIT have recently introduced a Visual Language Model (VLM), VILA. Moreover, it facilitates in-context […] The post NVIDIA’s Visual Language Model VILA Enhances Multimodal AI Capabilities appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 25, 2024

Introduction Natural Language Processing (NLP) has recently received much attention in computationally representing and analyzing human speech. In this article, let’s explore a free […] The post Introduction to Natural Language Processing [Free NLP Course] appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 11, 2024

Introduction With the rising advent of large language models and advancements in the field of AI we are witnessing new developments and opportunities in a way we work and interact with digital world around us.

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Analytics Vidhya

JULY 21, 2022

Introduction Over the past few years, advancements in Deep Learning coupled with data availability have led to massive progress in dealing with Natural Language. Though it can seem quite diverse, NLP is restricted – when it comes to the ‘Natural Languages’ it can […].

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Analytics Vidhya

JANUARY 29, 2024

Introduction Large Language Models (LLMs) have captivated the world with their ability to generate human-quality text, translate languages, summarize content, and answer complex questions. Evaluating LLMs is […] The post LangChain: Automating Large Language Model (LLM) Evaluation appeared first on Analytics Vidhya.

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KDnuggets

APRIL 9, 2024

Recent developments in building large language models (LLMs) to boost generative AI in local languages have caught everyone’s attention. This post focuses on the needs and challenges of homegrown LLMs amid the fast-evolving technology landscape.

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Analytics Vidhya

MARCH 18, 2024

Apple has unveiled its latest innovation in artificial intelligence (AI) in the form of MM1 family of multimodal language models. In this article, we […] The post Apple Silently Introduces Advanced Multimodal Language Model MM1 appeared first on Analytics Vidhya.

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Analytics Vidhya

MARCH 26, 2024

Introduction Welcome, fellow learners and language enthusiasts! Today, we’re diving into the captivating world of Large Language Models (LLMs) through the lens of literature. From intriguing […] The post 9 Best Large Language Model (LLM) Books of All Time appeared first on Analytics Vidhya.

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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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Data Science Dojo

JANUARY 2, 2024

Large Language Models (LLMs) like GPT-3 and BERT have revolutionized the field of natural language processing. However, large language models evaluation is as crucial as their development. It might involve tasks like question-answering or text completion to see how well the model understands and generates language.

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Analytics Vidhya

SEPTEMBER 28, 2023

Introduction Languages are not just forms of communication but repositories of culture, identity, and heritage. However, many languages face the risk of extinction. Language revitalization aims to reverse this trend, and Generative AI has emerged as a powerful tool in this endeavor.

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Analytics Vidhya

APRIL 16, 2024

This innovative multimodal language model performs remarkably well across a range of assessment parameters. Core offers outstanding value in terms of total cost of ownership, having been […] The post Reka Reveals Core – A Cutting-Edge Multimodal Language Model appeared first on Analytics Vidhya.

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Machine Learning Research at Apple

APRIL 23, 2024

The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and enabling investigations into data and model biases, as well as potential risks. To this end, we release OpenELM, a state-of-the-art open language model.

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Data Science Dojo

AUGUST 31, 2023

Approximately 313 million people speak Arabic, making it the fifth most-spoken language globally. The United Arab Emirates (UAE) has made significant strides in the field of artificial intelligence and language technology by launching a large Arabic language model.

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Data Science Dojo

DECEMBER 8, 2023

Large language models (LLMs) have revolutionized the field of natural language processing (NLP), enabling machines to generate human-quality text, translate languages, and answer questions in an informative way. Check out our in-person Large Language Model bootcamp. Want to build a custom llm application?

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Analytics Vidhya

APRIL 19, 2024

Also Read: Meta Releases Much-Awaited Llama 3 Model The Evolution of Idefics […] The post Hugging Face Presents Idefics2: An 8B Vision-Language Model Revolution appeared first on Analytics Vidhya. Let’s delve into the advancements and implications of this new release.

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Data Science Dojo

NOVEMBER 18, 2023

and other large language models (LLMs) have transformed natural language processing (NLP). From understanding about large language models to building your own ChatGPT, this roadmap covers all. Want to build your own ChatGPT? Learning about LLMs is essential in today’s fast-changing technological landscape.

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Analytics Vidhya

SEPTEMBER 6, 2023

Introduction Welcome to the transformative world of Natural Language Processing (NLP). Here, the elegance of human language meets the precision of machine intelligence. The unseen force of NLP powers many of the digital interactions we rely on.

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Analytics Vidhya

MAY 6, 2024

Boasting an impressive 500 billion parameters, this new model promises to take AI development a leap […] The post Microsoft’s MAI-1: A New Competitor to AI Language Models from Google and OpenAI appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 13, 2023

In a recent development, Microsoft Research’s Machine Learning Foundations team has unveiled Phi-2, the latest addition to their suite of small language models (SLMs). billion parameters, Phi-2 defies expectations, showcasing unparalleled reasoning and language understanding capabilities within a surprisingly compact framework.

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Analytics Vidhya

MARCH 12, 2021

The post Language Detection Using Natural Language Processing appeared first on Analytics Vidhya. ArticleVideo Book Introduction Every Machine Learning enthusiast has a dream of building/working on a cool project, isn’t it? Mere understandings of the theory aren’t.

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Analytics Vidhya

SEPTEMBER 21, 2023

Introduction The landscape of technological advancement has been dramatically reshaped by the emergence of Large Language Models (LLMs), an innovative branch of artificial intelligence. LLMs have exhibited a remarkable […] The post A Survey of Large Language Models (LLMs) appeared first on Analytics Vidhya.

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Analytics Vidhya

MARCH 29, 2024

However, traditional approaches are often constrained by closed-set learning […] The post X-CLIP: Advancing Video Recognition with Language-Image Pretraining appeared first on Analytics Vidhya.

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KDnuggets

JUNE 8, 2023

This article discusses the significance of large language and visual models in AI, their capabilities, potential synergies, challenges such as data bias, ethical considerations, and their impact on the market, highlighting their potential for advancing the field of artificial intelligence.

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Analytics Vidhya

NOVEMBER 8, 2023

Introduction 2023 has been an AI year, from language models to stable diffusion models. It is a multimodal large language model (MLLM) making waves with groundbreaking capabilities in understanding text and images. One of the new players that has taken center stage is the KOSMOS-2, developed by Microsoft.

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Analytics Vidhya

JANUARY 25, 2024

AI4Bharat, the AI research lab associated with IIT Madras, has recently launched Airavata, an instruction-tuned model tailored for the Hindi language. This model, derived from fine-tuning Sarvam AI’s OpenHathi, aims to enhance performance in assistive tasks through the incorporation of diverse, instruction-tuning Hindi datasets.

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Analytics Vidhya

JUNE 27, 2023

Introduction In the ever-evolving landscape of programming languages, a new contender has emerged to simplify ML and AI software development and boost developer productivity. By rectifying Python‘s […] The post Mojo | A New Programming Language appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 12, 2023

Introduction Hugging Face has become a treasure trove for natural language processing enthusiasts and developers, offering a diverse collection of pre-trained language models that can be easily integrated into various applications. In the world of Large Language Models (LLMs), Hugging Face stands out as a go-to platform.

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Analytics Vidhya

MARCH 13, 2023

Introduction Large Language Models (LLMs) are foundational machine learning models that use deep learning algorithms to process and understand natural language. These models are trained on massive amounts of text data to learn patterns and entity relationships in the language.

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Analytics Vidhya

FEBRUARY 16, 2024

Introduction In Natural Language Processing (NLP), developing Large Language Models (LLMs) has proven to be a transformative and revolutionary endeavor. These models, equipped with massive parameters and trained on extensive datasets, have demonstrated unprecedented proficiency across many NLP tasks.

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