Unite.AI

DECEMBER 4, 2023

In the ever-evolving domain of Artificial Intelligence (AI), where models like GPT-3 have been dominant for a long time, a silent but groundbreaking shift is taking place. Small Language Models (SLM) are emerging and challenging the prevailing narrative of their larger counterparts.

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Large Language Models BERT Neural Network Natural Language Processing 217

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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LLM BERT Natural Language Processing NLP 236

Unite.AI

APRIL 25, 2024

Recent innovations include the integration and deployment of Large Language Models (LLMs), which have revolutionized various industries by unlocking new possibilities. More recently, LLM-based intelligent agents have shown remarkable capabilities, achieving human-like performance on a broad range of tasks.

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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. vector embedding Recent advances in large language models (LLMs) like GPT-3 have shown impressive capabilities in few-shot learning and natural language generation.

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Large Language Models Prompt Engineer Prompt Engineering BERT 147

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

Analytics Vidhya

APRIL 15, 2024

RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception.

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Large Language Models LLM BERT OpenAI 349

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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Machine Learning Large Language Models LLM BERT 294

Unite.AI

JUNE 20, 2024

Large Language Models (LLMs) are capable of understanding and generating human-like text, making them invaluable for a wide range of applications, such as chatbots, content generation, and language translation. Large Language Models (LLMs) are a type of neural network model trained on vast amounts of text data.

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Large Language Models LLM Metadata BERT 130

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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Large Language Models LLM Auto-complete Natural Language Processing 130

AssemblyAI

SEPTEMBER 18, 2023

However, among all the modern-day AI innovations, one breakthrough has the potential to make the most impact: large language models (LLMs). Large language models can be an intimidating topic to explore, especially if you don't have the right foundational understanding. Want to dive deeper?

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Large Language Models BERT Auto-complete LLM 130

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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Large Language Models Neural Network Natural Language Processing LLM 128

Unite.AI

OCTOBER 23, 2023

Over the past few years, Large Language Models (LLMs) have garnered attention from AI developers worldwide due to breakthroughs in Natural Language Processing (NLP). These models have set new benchmarks in text generation and comprehension.

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Large Language Models LLM Natural Language Processing BERT 312

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. A transformer architecture is typically implemented as a Large language model.

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Large Language Models LLM Natural Language Processing Deep Learning 87

AWS Machine Learning Blog

FEBRUARY 6, 2024

Transformers, BERT, and GPT The transformer architecture is a neural network architecture that is used for natural language processing (NLP) tasks. BERT is trained on sequences where some of the words in a sentence are masked, and it has to fill in those words taking into account both the words before and after the masked words.

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Large Language Models BERT NLP Data Scientist 132

Marktechpost

JUNE 19, 2023

Large Language Models have shown remarkable performance in a massive range of tasks. From producing unique and creative content and questioning answers to translating languages and summarizing textual paragraphs, LLMs have been successful in imitating humans.

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Large Language Models LLM BERT AI Tools 122

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. LLMs utilize embeddings to understand word context.

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Large Language Models Prompt Engineer Prompt Engineering LLM 100

Flipboard

JULY 4, 2023

Large Language Models have shown immense growth and advancements in recent times. The field of Artificial Intelligence is booming with every new release of these models. From education and finance to healthcare and media, LLMs are contributing to almost every domain.

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Large Language Models Machine Learning Natural Language Processing BERT 139

Marktechpost

APRIL 6, 2024

Transformers have transformed the field of NLP over the last few years, with LLMs like OpenAI’s GPT series, BERT, and Claude Series, etc. The introduction of the transformer architecture has provided a new paradigm for building models that understand and generate human language with unprecedented accuracy and fluency.

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Flipboard

FEBRUARY 16, 2023

In order to bring down training time from weeks to days, or days to hours, and distribute a large model’s training job, we can use an EC2 Trn1 UltraCluster, which consists of densely packed, co-located racks of Trn1 compute instances all interconnected by non-blocking petabyte scale networking. run_dp_bert_large_hf_pretrain_bf16_s128.sh"

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Marktechpost

SEPTEMBER 17, 2023

Large language models (LLMs) built on transformers, including ChatGPT and GPT-4, have demonstrated amazing natural language processing abilities. The creation of transformer-based NLP models has sparked advancements in designing and using transformer-based models in computer vision and other modalities.

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Large Language Models Natural Language Processing BERT Computer Vision 134

AssemblyAI

MAY 23, 2023

ChatGPT is part of a group of AI systems called Large Language Models (LLMs) , which excel in various cognitive tasks involving natural language. Large Language Models In recent years, LLM development has seen a significant increase in size, as measured by the number of parameters.

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Large Language Models Neural Network LLM Chatbots 130

Marktechpost

JULY 4, 2023

Computer programs called large language models provide software with novel options for analyzing and creating text. It is not uncommon for large language models to be trained using petabytes or more of text data, making them tens of terabytes in size.

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Large Language Models BERT Natural Language Processing Categorization 105

Marktechpost

JULY 16, 2023

Large Language Models have taken the Artificial Intelligence community by storm. The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 97

AWS Machine Learning Blog

JUNE 18, 2024

Traditional neural network models like RNNs and LSTMs and more modern transformer-based models like BERT for NER require costly fine-tuning on labeled data for every custom entity type. Amazon Bedrock – Calls an LLM to identify entities of interest from the given context.

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Large Language Models Natural Language Processing LLM Computer Vision 134

ODSC - Open Data Science

SEPTEMBER 6, 2023

Most people who have experience working with large language models such as Google’s Bard or OpenAI’s ChatGPT have worked with an LLM that is general, and not industry-specific. But as time has gone on, many industries have realized the power of these models. So what does it do?

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Large Language Models NLP LLM BERT 98

Unite.AI

JULY 9, 2024

LLM watermarking, which integrates imperceptible yet detectable signals within model outputs to identify text generated by LLMs, is vital for preventing the misuse of large language models. These watermarking techniques are mainly divided into two categories: the KGW Family and the Christ Family.

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LLM Large Language Models Algorithm Automation 130

Marktechpost

MARCH 1, 2024

The prowess of Large Language Models (LLMs) such as GPT and BERT has been a game-changer, propelling advancements in machine understanding and generation of human-like text. These models have mastered the intricacies of language, enabling them to tackle tasks with remarkable accuracy.

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Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 111

Marktechpost

NOVEMBER 19, 2024

However, traditional deep learning methods often struggle to interpret the semantic details in log data, typically in natural language. LLMs, like GPT-4 and Llama 3, have shown promise in handling such tasks due to their advanced language comprehension. Don’t Forget to join our 55k+ ML SubReddit.

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Large Language Models BERT Prompt Engineer Prompt Engineering 81

Unite.AI

MAY 29, 2024

Unlocking Unstructured Data with LLMs Leveraging large language models (LLMs) for unstructured data extraction is a compelling solution with distinct advantages that address critical challenges. These LLMs can perform various NLP operations, including data extraction.

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Marktechpost

JULY 5, 2023

People often think improving a model with relevant domain expertise would provide positive outcomes. However, early legal LLM (LawGPT) still has a lot of hallucinations and inaccurate results, so this isn’t the case. At first, they understood the demand for a Chinese legal LLM. It is based on the LLM.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 119

Marktechpost

SEPTEMBER 28, 2024

In the age of data-driven artificial intelligence, LLMs like GPT-3 and BERT require vast amounts of well-structured data from diverse sources to improve performance across various applications. It not only collects data from websites but also processes and cleans it into LLM-friendly formats like JSON, cleaned HTML, and Markdown.

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Unite.AI

NOVEMBER 7, 2023

The GLM-130B framework is a bilingual pre-trained large language model with over 130 billion parameters capable of generating text outputs in both English and Chinese. The following table compares the GLM-130B framework with other models with over 100B parameters including GPT , BLOOM-176B, and OPT-175B.

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LLM Large Language Models Neural Network BERT 258

Marktechpost

MAY 12, 2024

However, these models pose challenges, including computational complexity and GPU memory usage. Despite great success in various applications, there is an urgent need to find a cost-effective way to serve these models. Still, an increase in model size and generation length leads to an increase in memory usage of the KV cache.

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Marktechpost

JUNE 12, 2023

Large Language Models are rapidly advancing with the huge success of Generative Artificial Intelligence in the past few months. This chatbot, based on Natural Language Processing (NLP) and Natural Language Understanding (NLU), allows users to generate meaningful text just like humans.

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Large Language Models Natural Language Processing BERT Artificial Intelligence 105

AWS Machine Learning Blog

NOVEMBER 30, 2023

Amazon SageMaker Clarify now provides AWS customers with foundation model (FM) evaluations, a set of capabilities designed to evaluate and compare model quality and responsibility metrics for any LLM, in minutes. You can use FMEval to evaluate AWS-hosted LLMs such as Amazon Bedrock, Jumpstart and other SageMaker models.

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Large Language Models Algorithm LLM Responsible AI 124

Marktechpost

JULY 29, 2023

Natural Language Processing has evolved significantly in recent years, especially with the creation of sophisticated language models. Almost all natural language tasks, including translation and reasoning, have seen notable advances in the performance of well-known models like GPT 3.5, GPT 4, BERT, PaLM, etc.

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Large Language Models BERT Natural Language Processing Artificial Intelligence 98

Unite.AI

NOVEMBER 11, 2024

Machines are demonstrating remarkable capabilities as Artificial Intelligence (AI) advances, particularly with Large Language Models (LLMs). This raises an important question: Do LLMs remember the same way humans do? How LLMs Process and Store Information? LLMs, on the other hand, are static after training.

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