Marktechpost

JANUARY 14, 2024

Their aptitude to process and generate language has far-reaching consequences in multiple fields, from automated chatbots to advanced data analysis. Grasping the internal workings of these models is critical to improving their efficacy and aligning them with human values and ethics. If you like our work, you will love our newsletter.

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Large Language Models AI Researcher AI Research Neural Network 139

Marktechpost

DECEMBER 30, 2023

The recent advancements in Artificial Intelligence have enabled the development of Large Language Models (LLMs) with a significantly large number of parameters, with some of them reaching into billions (for example, LLaMA-2 that comes in sizes of 7B, 13B, and even 70B parameters).

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Large Language Models LLM Machine Learning Artificial Intelligence 117

Marktechpost

DECEMBER 14, 2023

The model incorporates variable-grouped query attention. Among the top 7-billion-parameter instruct models, this model excels without sophisticated preference optimization methods. These two usher in an era of smarter, more responsive, affordable, and scalable artificial intelligence (AI) solutions.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 127

Marktechpost

MARCH 2, 2024

Large Language Models (LLMs) have significantly evolved in recent times, especially in the areas of text understanding and generation. However, there have been certain difficulties in optimizing LLMs for more effective human instruction delivery.

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Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 132

Marktechpost

JULY 7, 2023

Understanding the personality trait-related properties of the language created by these models is vital as LLMs become the dominant human-computer interaction (HCI) interface, as is learning how to safely, appropriately, and effectively engineer personality profiles generated by LLMs. Check out the Paper.

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Large Language Models Explainability AI Researcher AI Research 106

Marktechpost

DECEMBER 23, 2023

In the ever-evolving large language models (LLMs), a persistent challenge has been the need for more standardization, hindering effective model comparisons and impeding the need for reevaluation. The absence of a cohesive and comprehensive framework has left researchers navigating a disjointed evaluation terrain.

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Large Language Models Python LLM AI Researcher 143

Marktechpost

DECEMBER 20, 2023

Researchers from Apple have developed an innovative method to run large language models (LLMs) efficiently on devices with limited DRAM capacity, addressing the challenges posed by intensive computational and memory requirements. Model and 9-10 times faster baseline latency.

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Large Language Models AI Researcher AI Research LLM 100

Marktechpost

DECEMBER 7, 2023

Can We Optimize Large Language Models More Efficiently? Covering scaling laws, data utilization, architectural innovations, training strategies, and inference techniques, it outlines core LLM concepts and efficiency metrics. Serving as a valuable resource, it lays the foundation for future innovations in LLM efficiency.

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Large Language Models LLM Algorithm Natural Language Processing 99

Marktechpost

NOVEMBER 9, 2023

The biggest advancement in the field of Artificial Intelligence is the introduction of Large Language Models (LLMs). These Natural Language Processing (NLP) based models handle large and complicated datasets, which causes them to face a unique challenge in the finance industry.

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Large Language Models LLM NLP Natural Language Processing 113

AI News

NOVEMBER 8, 2023

Amazon is reportedly making substantial investments in the development of a large language model (LLM) named Olympus. According to Reuters , the tech giant is pouring millions into this project to create a model with a staggering two trillion parameters.

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LLM OpenAI Large Language Models Big Data 237

Marktechpost

OCTOBER 13, 2023

In Large Language Models (LLMs), Partially-Binarized LLMs (PB-LLM) is a cutting-edge technique for achieving extreme low-bit quantization in LLMs without sacrificing language reasoning capabilities. This approach represents a significant advancement in network binarization for LLMs.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 129

Marktechpost

DECEMBER 13, 2023

Open-source Large Language Models (LLMs) such as LLaMA, Falcon, and Mistral offer a range of choices for AI professionals and scholars. LLM360 is an initiative to fully open-source LLMs that advocates for all training code and data, model checkpoints, and intermediate results to be made available to the community.

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Large Language Models LLM AI Researcher AI Research 133

Marktechpost

FEBRUARY 11, 2024

Despite the utility of large language models (LLMs) across various tasks and scenarios, researchers need help to evaluate LLMs properly in different situations. They use LLMs to check their responses, but a solution must be found. If you like our work, you will love our newsletter.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 107

Analytics Vidhya

FEBRUARY 24, 2024

Google has been a frontrunner in AI research, contributing significantly to the open-source community with transformative technologies like TensorFlow, BERT, T5, JAX, AlphaFold, and AlphaCode. What is Gemma LLM?

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LLM BERT Responsible AI AI Researcher 264

Marktechpost

JULY 15, 2023

The advent of large language models (LLMs) has sparked significant interest among the public, particularly with the emergence of ChatGPT. These models, which are trained on extensive amounts of data, can learn in context, even with minimal examples. Check out the Paper and Blog.

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Large Language Models AI Researcher AI Research Computational Linguistics 83

Marktechpost

JANUARY 5, 2024

In a recent research paper, a team of researchers from the University of Illinois Urbana-Champaign has offered a thorough and detailed study of the mutually beneficial relationship that exists between code and Large Language Models (LLMs). In conclusion, this study has demonstrated three major contributions.

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Large Language Models LLM AI AI 133

Marktechpost

APRIL 1, 2024

With the incorporation of large language models (LLMs) in almost all fields of technology, processing large datasets for language models poses challenges in terms of scalability and efficiency. It inspires intrigue about its potential impact on data processing.

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Large Language Models ETL Data Ingestion Data Quality 88

Marktechpost

JUNE 6, 2023

Deep learning models have recently demonstrated promising results in more difficult code intelligence tasks, such as code generation, code completion, code summarization, and code retrieval. These models are particularly Transformer-based large language models (LLMs) pretrained on large-scale code data (“Code LLMs”).

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Large Language Models AI Researcher AI Research Software Engineer 103

Marktechpost

SEPTEMBER 23, 2023

While Large Language Models (LLMs) like ChatGPT and GPT-4 have demonstrated better performance across several benchmarks, open-source projects like MMLU and OpenLLMBoard have quickly progressed in catching up across multiple applications and benchmarks. If you like our work, you will love our newsletter.

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Large Language Models LLM ChatGPT AI Researcher 129

Marktechpost

SEPTEMBER 25, 2023

Large Language Models (LLMs) have made significant progress in text creation tasks, among other natural language processing tasks. One of the fundamental components of generative capability, the capacity to generate structured data, has drawn much attention in earlier research.

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Large Language Models LLM Natural Language Processing Categorization 127

Marktechpost

OCTOBER 31, 2023

BRANCH-SOLVE-MERGE (BSM) is a program for enhancing Large Language Models (LLMs) in complex natural language tasks. LLMs excel in multifaceted language tasks but often need help with complexity. BSM, an LLM program, divides tasks into steps and parameterizes each with distinct prompts.

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Large Language Models LLM AI Researcher AI Research 136

Marktechpost

NOVEMBER 3, 2023

Researchers from the University of Zurich focus on the role of Large Language Models (LLMs) like GPT-4 in autonomous fact-checking, evaluating their ability to phrase queries, retrieve contextual data, and make decisions while providing explanations and citations. on the PolitiFact dataset.

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Large Language Models LLM Automation Explainability 112

Marktechpost

SEPTEMBER 9, 2023

Recent research has brought to light the extraordinary capabilities of Large Language Models (LLMs), which become even more impressive as the models grow. Also, there is still a lot of uncertainty about the expert creation of powerful prompts for the best model utilization.

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Large Language Models Software Development LLM Prompt Engineer 128

Marktechpost

MARCH 24, 2024

Researchers are considering the fusion of large language models (LLMs) with AI agents as a significant leap forward in AI. However, complexities are involved in developing and evaluating new reasoning strategies and agent architectures for LLM agents due to the intricacy of existing frameworks.

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LLM AI Researcher AI Research Large Language Models 125

Marktechpost

AUGUST 15, 2023

Large language models (LLMs) have achieved amazing results in a variety of Natural Language Processing (NLP), Natural Language Understanding (NLU) and Natural Language Generation (NLG) tasks in recent years. All Credit For This Research Goes To the Researchers on This Project.

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Large Language Models Categorization LLM Natural Language Processing 98

Marktechpost

APRIL 5, 2024

The proficiency of large language models (LLMs) in deciphering the complexities of human language has been a subject of considerable acclaim. All credit for this research goes to the researchers of this project. The methodology unfolds through a structured two-phase process.

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Large Language Models LLM AI AI 97

Marktechpost

DECEMBER 25, 2023

Amidst the dynamic evolution of advanced large language models (LLMs), developers seek streamlined methods to string prompts together effectively, giving rise to sophisticated AI assistants, search engines, and more. If you like our work, you will love our newsletter.

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Large Language Models Python AI Engineer LLM 116

Marktechpost

DECEMBER 7, 2023

Understanding large language models (LLMs) and promoting their honest conduct has become increasingly crucial as these models have demonstrated growing capabilities and started widely adopted by society. All credit for this research goes to the researchers of this project. Check out the Paper.

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Large Language Models Prompt Engineer Prompt Engineering Neural Network 107

Marktechpost

DECEMBER 20, 2023

Researchers from Google DeepMind and Google Research address issues in unsupervised knowledge discovery with LLMs, particularly focusing on methods utilizing probes trained on LLM activation data generated from contrast pairs. These pairs consist of texts ending with Yes and No.

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Large Language Models Machine Learning LLM AI Researcher 121

Marktechpost

MARCH 5, 2024

In an intriguing exploration spearheaded by researchers at Google DeepMind and University College London, the capabilities of Large Language Models (LLMs) to engage in latent multi-hop reasoning have been put under the microscope. The study advances our understanding of the operational mechanisms of LLMs.

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Large Language Models LLM AI Researcher AI Research 101

Marktechpost

DECEMBER 17, 2023

Large Language Models (LLMs) are the latest advancement in the exponentially evolving field of Artificial Intelligence (AI). Though these models demonstrate incredible performance in tasks including text generation, question answering, text summarization, etc., hallucinate and produce an unreliable output.

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Large Language Models Artificial Intelligence Artificial Intelligence AI 122

Marktechpost

DECEMBER 13, 2023

Large Language Models (LLMs), due to their strong generalization and reasoning powers, have significantly uplifted the Artificial Intelligence (AI) community. Aligning the language model distribution improves compatibility between the small language model utilized for rapid compression and the intended LLM.

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Large Language Models LLM Natural Language Processing Computer Vision 124

Marktechpost

SEPTEMBER 15, 2023

Recently, Large Language Models (LLMs) have played a crucial role in the field of natural language understanding, showcasing remarkable capabilities in generalizing across a wide range of tasks, including zero-shot and few-shot scenarios. An overview of the proposed approach is presented in the figure below.

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Large Language Models LLM OpenAI AI Researcher 125

Marktechpost

SEPTEMBER 1, 2023

The researchers clarify key terms and present a comprehensive bibliography of academic and real-world examples for each broad area. The paper explains why any technique for addressing undesirable LLM behaviors that do not completely eradicate them renders the model vulnerable to adversarial quick attacks. Check out the Paper.

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Large Language Models Neural Network Natural Language Processing LLM 137

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 78

Marktechpost

JANUARY 16, 2024

Privacy concerns have become a significant issue in AI research, particularly in the context of Large Language Models (LLMs). The SAFR AI Lab at Harvard Business School was surveyed to explore the intricate landscape of privacy issues associated with LLMs.

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Large Language Models AI AI LLM 123

Marktechpost

MAY 16, 2024

Large Language Models (LLMs) like GPT 3.5 and GPT 4 have recently gained a lot of attention in the Artificial Intelligence (AI) community. These models are made to process enormous volumes of data, identify patterns, and produce language that resembles that of a human being in response to cues.

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AI Researcher AI Research Large Language Models LLM 99