Analytics Vidhya

DECEMBER 26, 2023

In a significant stride for artificial intelligence, researchers introduce an inventive method to efficiently deploy Large Language Models (LLMs) on devices with limited memory.

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Analytics Vidhya

OCTOBER 12, 2023

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., LLMs use deep learning techniques to perform natural language processing tasks.

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LLM Natural Language Processing Large Language Models Deep Learning 353

AssemblyAI

MAY 3, 2023

A New Era of Language Intelligence At its essence, ChatGPT belongs to a class of AI systems called Large Language Models , which can perform an outstanding variety of cognitive tasks involving natural language. From Language Models to Large Language Models How good can a language model become?

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Large Language Models Neural Network LLM ChatGPT 363

AI News

FEBRUARY 15, 2024

Researchers at Amazon have trained a new large language model (LLM) for text-to-speech that they claim exhibits “emergent” abilities. The 980 million parameter model, called BASE TTS, is the largest text-to-speech model yet created.

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Analytics Vidhya

AUGUST 13, 2024

Introduction Large Language Models (LLMs) have demonstrated unparalleled capabilities in natural language processing, yet their substantial size and computational requirements hinder their deployment.

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LLM Large Language Models Natural Language Processing 289

Analytics Vidhya

JULY 5, 2023

In a world where language is the bridge connecting people and technology, advancements in Natural Language Processing (NLP) have opened up incredible opportunities.

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Unite.AI

NOVEMBER 14, 2023

They'll interact with LLM, providing training data and examples to achieve tasks, shifting the focus from intricate coding to strategically working with AI models. The post Will Large Language Models End Programming? In this new age, the role of engineers and computer scientists will transform significantly.

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Unite.AI

JULY 4, 2024

The model incorporates several advanced techniques, including novel attention mechanisms and innovative approaches to training stability, which contribute to its remarkable capabilities. Gemma 2 is Google's newest open-source large language model, designed to be lightweight yet powerful. What is Gemma 2?

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Unite.AI

APRIL 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and assisting with a wide range of language-related tasks.

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Analytics Vidhya

JUNE 13, 2024

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis.

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Analytics Vidhya

MAY 20, 2024

Introduction Artificial intelligence has made tremendous strides in Natural Language Processing (NLP) by developing Large Language Models (LLMs). These models, like GPT-3 and GPT-4, can generate highly coherent and contextually relevant text.

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Analytics Vidhya

JANUARY 24, 2024

Introduction Welcome to the world of Large Language Models (LLM). However, in 2018, the “Universal Language Model Fine-tuning for Text Classification” paper changed the entire landscape of Natural Language Processing (NLP).

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Flipboard

OCTOBER 18, 2023

Large Language Models (LLMs) have unlocked a new era in natural language processing. Go from learning what large language models are to building and deploying LLM apps in 7 easy steps with this guide. So why not learn more about them?

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Analytics Vidhya

SEPTEMBER 18, 2024

Introduction Large Language Models (LLMs) contributed to the progress of Natural Language Processing (NLP), but they also raised some important questions about computational efficiency. These models have become too large, so the training and inference cost is no longer within reasonable limits.

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Analytics Vidhya

JUNE 6, 2024

Introduction Large Language Models are known for their text-generation capabilities. This will help the large language models understand English text and generate meaningful full tokens during the generation period. They are trained with millions of tokens during the pre-training period.

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Analytics Vidhya

OCTOBER 9, 2023

Introduction Large language models, or LLMs, have taken the world of natural language processing by storm. They are powerful AI systems designed to generate human-like text and comprehend and respond to natural language inputs.

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Unite.AI

NOVEMBER 28, 2023

Recently, text-based Large Language Model (LLM) frameworks have shown remarkable abilities, achieving human-level performance in a wide range of Natural Language Processing (NLP) tasks. This approach trains large language models to more effectively follow open-ended user instructions.

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Large Language Models Neural Network LLM Natural Language Processing 173

Marktechpost

APRIL 25, 2024

Are you curious about the intricate world of large language models (LLMs) and the technical jargon that surrounds them? In this article, we delve into 25 essential terms to enhance your technical vocabulary and provide insights into the mechanisms that make LLMs so transformative.

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Large Language Models LLM Neural Network Natural Language Processing 131

Unite.AI

DECEMBER 14, 2023

Data contamination in Large Language Models (LLMs) is a significant concern that can impact their performance on various tasks. It refers to the presence of test data from downstream tasks in the training data of LLMs. What Are Large Language Models?

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Unite.AI

DECEMBER 4, 2023

Small Language Models (SLM) are emerging and challenging the prevailing narrative of their larger counterparts. Despite their excellent language abilities these models are expensive due to high energy consumption, considerable memory requirements as well as heavy computational costs.

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Analytics Vidhya

MAY 8, 2023

Large language models (LLM) such as GPT-4 have significantly progressed in natural language processing and generation. These models are capable of generating high-quality text with remarkable fluency and coherence.

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Marktechpost

JULY 14, 2024

Large language models (LLMs) have shown exceptional capabilities in understanding and generating human language, making substantial contributions to applications such as conversational AI. Chatbots powered by LLMs can engage in naturalistic dialogues, providing a wide range of services. Check out the Paper.

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Natural Language Processing Large Language Models Chatbots LLM 121

Unite.AI

SEPTEMBER 19, 2024

In this evolving market, companies now have more options than ever for integrating large language models into their infrastructure. Whether you're leveraging OpenAI’s powerful GPT-4 or with Claude’s ethical design, the choice of LLM API could reshape the future of your business. translation, summarization)?

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Analytics Vidhya

OCTOBER 19, 2023

Introduction Step into the forefront of language processing! In a realm where language is an essential link between humanity and technology, the strides made in Natural Language Processing have unlocked some extraordinary heights.

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Analytics Vidhya

NOVEMBER 1, 2023

Introduction Large Language Models (LLMs) and Generative AI represent a transformative breakthrough in Artificial Intelligence and Natural Language Processing.

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Unite.AI

SEPTEMBER 13, 2024

As the demand for large language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has become more crucial than ever. NVIDIA's TensorRT-LLM steps in to address this challenge by providing a set of powerful tools and optimizations specifically designed for LLM inference.

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Unite.AI

JANUARY 11, 2024

They serve as a core building block in many natural language processing (NLP) applications today, including information retrieval, question answering, semantic search and more. Can we leverage LLMs to also advance the state of text embeddings?

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Unite.AI

APRIL 17, 2024

In recent years, Natural Language Processing (NLP) has undergone a pivotal shift with the emergence of Large Language Models (LLMs) like OpenAI's GPT-3 and Google’s BERT. Using their extensive training data, LLM-based agents deeply understand language patterns, information, and contextual nuances.

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Marktechpost

OCTOBER 10, 2024

LLMs, which excel at multi-tasking, provide the potential to improve therapeutic development by learning across diverse tasks using a unified approach. LLMs, particularly transformer-based models, have advanced natural language processing, excelling in tasks through self-supervised learning on large datasets.

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Large Language Models LLM Neural Network Natural Language Processing 135

Unite.AI

FEBRUARY 23, 2024

However, instruction-based methods often provide brief directions that may be challenging for existing models to fully capture and execute. Additionally, diffusion models, known for their ability to create realistic images, are in high demand within the image editing sector.

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Marktechpost

APRIL 30, 2024

Large Language Models (LLMs) signify a revolutionary leap in numerous application domains, facilitating impressive accomplishments in diverse tasks. With billions of parameters, these models demand extensive computational resources for operation. Yet, their immense size incurs substantial computational expenses.

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Marktechpost

JULY 25, 2024

Large Language Models (LLMs) have revolutionized AI with their ability to understand and generate human-like text. Learning about LLMs is essential to harness their potential for solving complex language tasks and staying ahead in the evolving AI landscape.

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Unite.AI

JULY 5, 2023

Their latest large language model (LLM) MPT-30B is making waves across the AI community. On 22nd June, MosaicML released MPT-30B which raised the bar even further for open-source foundation models. On the HumanEval dataset, the model surpasses purpose-built LLM models, such as the StarCoder series.

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AWS Machine Learning Blog

FEBRUARY 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), improving tasks such as language translation, text summarization, and sentiment analysis. The second thing to consider when implementing LLM monitoring is choosing the right metrics to track.

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Marktechpost

JULY 22, 2024

Large Language Models (LLMs) have revolutionized natural language processing, demonstrating remarkable capabilities in various applications. ” These limitations have spurred researchers to explore innovative solutions that can enhance LLM performance without the need for extensive retraining.

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Unite.AI

FEBRUARY 7, 2024

But more than MLOps is needed for a new type of ML model called Large Language Models (LLMs). LLMs are deep neural networks that can generate natural language texts for various purposes, such as answering questions, summarizing documents, or writing code.

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Marktechpost

JULY 13, 2024

Large language models (LLMs) have been crucial for driving artificial intelligence and natural language processing to new heights. However, LLMs need to improve in the effectiveness and control of in-context learning (ICL). The ICV approach involves two main steps.

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