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 20, 2023

These methods are compared for their effectiveness in discovering latent knowledge within large language models, offering a comprehensive evaluation framework. A random baseline, using a probe with randomly initialized parameters, acts as a floor method. If you like our work, you will love our newsletter.

Large Language Models 121

Large Language Models Machine Learning LLM AI Researcher 121

Marktechpost

DECEMBER 31, 2023

Researchers have identified a critical need for models tailored specifically for Chinese applications in large language models. The YAYI2-30B model addresses this imperative by refining the existing paradigms, aiming to overcome limitations encountered in models like MPT-30B, Falcon-40B, and LLaMA 2-34B.

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Large Language Models AI Researcher AI Research AI 116

Marktechpost

FEBRUARY 23, 2024

Developing large language models (LLMs) represents a cutting-edge frontier. These models, trained to parse, generate, and interpret human language, are increasingly becoming the backbone of various digital tools and platforms, enhancing everything from simple automated writing assistants to complex conversational agents.

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Large Language Models Machine Learning LLM AI Modeling 86

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

MARCH 3, 2024

Central to Natural Language Processing (NLP) advancements are large language models (LLMs), which have set new benchmarks for what machines can achieve in understanding and generating human language. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

Machine Learning 119

Machine Learning AI Researcher AI Research Large Language Models 119

Marktechpost

APRIL 24, 2024

Existing research in Robotic Process Automation (RPA) has focused on rule-based systems like UiPath and Blue Prism, which automate routine tasks such as data entry and customer service. Researchers at J.P. In conclusion, the research introduced FlowMind, developed by J.P. Morgan AI Research.

Machine Learning 137

Machine Learning AI Researcher AI Research Large Language Models 137

Marktechpost

JUNE 6, 2023

Over the past few years, AI has caused seismic shifts in the software engineering industry. Basic source code analysis is at the heart of the machine learning-based methodologies that have traditionally been used for code intelligence jobs in software engineering.

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Large Language Models AI Researcher AI Research Software Engineer 103

Marktechpost

DECEMBER 27, 2023

Artificial intelligence’s ascent of large language models (LLMs) has redefined natural language processing. However, deploying these colossal models poses a challenge, with post-training quantization (PTQ) emerging as a critical factor affecting their performance.

Machine Learning 100

Machine Learning AI Researcher AI Research Large Language Models 100

Marktechpost

FEBRUARY 7, 2024

Large language models (LLMs) have profoundly transformed the landscape of artificial intelligence (AI) in natural language processing (NLP). These models can understand and generate human-like text, representing a pinnacle of current AI research.

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Large Language Models Machine Learning Natural Language Processing Artificial Intelligence 99

Marktechpost

DECEMBER 27, 2023

In the evolving landscape of artificial intelligence and machine learning, the integration of visual perception with language processing has become a frontier of innovation. However, these models often falter in basic object perception tasks, such as accurately identifying and counting objects within a visual scene.

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Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 139

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. If you like our work, you will love our newsletter.

Large Language Models 100

Large Language Models AI Researcher AI Research LLM 100

Marktechpost

AUGUST 21, 2023

Most existing works suggest models that are task-specific and rely on domain-specific features or information. Large language models (LLMs) are rising to prominence in many text production tasks due to the rise of generative AI, especially through chatbots like ChatGPT1 and Bard2.

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Large Language Models AI Researcher AI Research Chatbots 98

Marktechpost

JULY 7, 2023

Don’t forget to join our 25k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models 106

Large Language Models Explainability AI Researcher AI Research 106

Marktechpost

AUGUST 27, 2023

Artificial Intelligence (AI) has seen a rise in the use of Large Language Models (LLMs). Models including GPT, PaLM, and LLaMA have gained massive popularity in recent times. A particular sort of LLM that is based on the Transformer architecture’s decoder-only design has acquired a lot of popularity recently.

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Large Language Models Machine Learning Prompt Engineer Prompt Engineering 98

Marktechpost

MAY 19, 2024

Google AI researchers describe their novel approach to addressing the challenge of generating high-quality synthetic datasets that preserve user privacy, which are essential for training predictive models without compromising sensitive information. All credit for this research goes to the researchers of this project.

Machine Learning 68

Machine Learning Large Language Models LLM AI 68

Marktechpost

MARCH 3, 2024

The evolution of large language models (LLMs) marks a revolutionary stride towards simulating human-like understanding and generating natural language. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses…. If you like our work, you will love our newsletter.

Machine Learning 120

Machine Learning AI Researcher AI Research Natural Language Processing 120

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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. Famous LLMs like GPT, BERT, PaLM, and LLaMa are revolutionizing the AI industry by imitating humans. What are Vector Databases?

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Large Language Models Machine Learning Natural Language Processing BERT 126

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.

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Large Language Models AI Researcher AI Research Computational Linguistics 83

Marktechpost

SEPTEMBER 29, 2023

BetterWorseSame It has been said that information theory and machine learning are “two sides of the same coin” because of their close relationship. One exquisite relationship is the fundamental similarity between probabilistic data models and lossless compression. Was this response better or worse?BetterWorseSame

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Large Language Models Machine Learning Algorithm AI Researcher 125

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). If you like our work, you will love our newsletter.

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Large Language Models LLM AI AI 133

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 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

SEPTEMBER 1, 2023

LLMs have become increasingly popular in the NLP (natural language processing) community in recent years. Scaling neural network-based machine learning models has led to recent advances, resulting in models that can generate natural language nearly indistinguishable from that produced by humans.

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Large Language Models Neural Network Natural Language Processing LLM 137

Marktechpost

SEPTEMBER 3, 2023

Large language models like GPT-3 and their impact on various aspects of society are a subject of significant interest and debate. Large language models have significantly advanced the field of NLP. Similar to large language models in other languages, Arabic LLMs may inherit biases from the training data.

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Large Language Models Natural Language Processing NLP Artificial Intelligence 125

Marktechpost

FEBRUARY 13, 2024

Researchers are pushing what machines can comprehend and replicate regarding human cognitive processes. A groundbreaking study unveils an approach to peering into the minds of Large Language Models (LLMs), particularly focusing on GPT-4’s understanding of color.

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Large Language Models Neural Network AI AI 121

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

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MARCH 5, 2023

AI researcher Timnit Gebru explains why large language models like ChatGPT have inherent bias and calls for oversight in the tech industry.

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Large Language Models ChatGPT Explainability AI Researcher 94

Marktechpost

SEPTEMBER 9, 2023

The emerging field of multi-modal artificial intelligence (AI) converges visual, auditory, and textual data, offering exciting potential in various domains, from personalized entertainment to improved accessibility features. If you like our work, you will love our newsletter.

Large Language Models 133

Large Language Models AI AI Artificial Intelligence 133

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

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. If you like our work, you will love our newsletter.

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Large Language Models AI AI LLM 123

Marktechpost

JUNE 4, 2023

GPT 4, the latest version of language models released by OpenAI, is multimodal in nature, i.e., it takes in input in the form of text and images, unlike the previous versions. Don’t forget to join our 22k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models 104

Large Language Models AI Researcher AI Research BERT 104

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. If you like our work, you will love our newsletter.

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Large Language Models LLM Automation Explainability 112

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. If you like our work, you will love our newsletter.

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Large Language Models Prompt Engineer Prompt Engineering Neural Network 107

Marktechpost

DECEMBER 14, 2023

In conclusion, DeciLM-7B is a significant model in Large Language Models. It serves as a guiding force where language models excel not only in precision and efficiency but also in accessibility and versatility. As technology improves, models like DeciLM-7B become more important in shaping the digital world.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 127

Marktechpost

DECEMBER 6, 2023

Researchers developed the CoDi-2 Multimodal Large Language Model (MLLM) from UC Berkeley, Microsoft Azure AI, Zoom, and UNC-Chapel Hill to address the problem of generating and understanding complex multimodal instructions, as well as excelling in subject-driven image generation, vision transformation, and audio editing tasks.

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Large Language Models AI Researcher AI Research AI 89

Marktechpost

SEPTEMBER 12, 2023

With the constant advancements in the field of Artificial Intelligence, its subfields, including Natural Language Processing, Natural Language Generation, Natural Language Understanding, and Computer Vision, are getting significantly popular. If you like our work, you will love our newsletter.

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Large Language Models Natural Language Processing Computer Vision Artificial Intelligence 120