AssemblyAI

MAY 3, 2023

We are going to explore these and other essential questions from the ground up , without assuming prior technical knowledge in AI and machine learning. The problem of how to mitigate the risks and misuse of these AI models has therefore become a primary concern for all companies offering access to large language models as online services.

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Large Language Models Neural Network LLM ChatGPT 363

Marktechpost

SEPTEMBER 21, 2023

In the ever-evolving landscape of Natural Language Processing (NLP) and Artificial Intelligence (AI), Large Language Models (LLMs) have emerged as powerful tools, demonstrating remarkable capabilities in various NLP tasks. In conclusion, the Owl represents a groundbreaking advancement in the realm of IT operations.

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Large Language Models AI Research AI Researcher NLP 130

Marktechpost

APRIL 25, 2024

Snowflake AI Research has launched the Arctic , a cutting-edge open-source large language model (LLM) specifically designed for enterprise AI applications, setting a new standard for cost-effectiveness and accessibility.

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Large Language Models LLM AI Research AI Researcher 140

Marktechpost

DECEMBER 13, 2023

The well-known Large Language Models (LLMs) like GPT, BERT, PaLM, and LLaMA have brought in some great advancements in Natural Language Processing (NLP) and Natural Language Generation (NLG). If you like our work, you will love our newsletter.

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Large Language Models AI Research AI Researcher Neural Network 130

Marktechpost

OCTOBER 4, 2024

Multimodal large language models (MLLMs) represent a cutting-edge area in artificial intelligence, combining diverse data modalities like text, images, and even video to build a unified understanding across domains. is poised to address key challenges in multimodal AI. The post Apple AI Research Introduces MM1.5:

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Large Language Models AI Research AI Researcher AI 108

Marktechpost

NOVEMBER 15, 2024

Large language models (LLMs), useful for answering questions and generating content, are now being trained to handle tasks requiring advanced reasoning, such as complex problem-solving in mathematics, science, and logical deduction. Don’t Forget to join our 55k+ ML SubReddit.

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Large Language Models AI Research AI Researcher LLM 73

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 Research AI Researcher AI 124

Marktechpost

APRIL 30, 2024

Large Language Models (LLMs) are advancing at a very fast pace in recent times. However, the lack of adequate data to thoroughly verify particular features of these models is one of the main obstacles. The team has summarized their primary contributions as follows. The PoLL Framework has been proposed.

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Large Language Models AI Research AI Researcher LLM 109

Marktechpost

JUNE 7, 2024

Large language models (LLMs) frequently require the majority of their computing work to be done via matrix multiplication. As these models grow in embedding dimensions and context lengths, this load becomes even further. All credit for this research goes to the researchers of this project.

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Large Language Models AI Research AI Researcher Neural Network 95

Marktechpost

OCTOBER 18, 2024

Large language models (LLMs) have revolutionized how machines process and generate human language, but their ability to reason effectively across diverse tasks remains a significant challenge. In response to these limitations, researchers from Salesforce AI Research introduced a novel method called ReGenesis.

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Large Language Models Inference Engine AI AI 114

Marktechpost

JULY 8, 2024

Large language models (LLMs) have demonstrated remarkable performance across various tasks, with reasoning capabilities being a crucial aspect of their development. However, the key elements driving these improvements remain unclear.

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Large Language Models AI Researcher AI Research LLM 126

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 Research AI Researcher Neural Network 140

Marktechpost

JANUARY 30, 2024

Recent developments in Multi-Modal (MM) pre-training have helped enhance the capacity of Machine Learning (ML) models to handle and comprehend a variety of data types, including text, pictures, audio, and video. In MM-LLMs, pre-trained unimodal models, particularly LLMs, are mixed with additional modalities to capitalize on their strengths.

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Large Language Models AI Research AI Researcher LLM 137

Unite.AI

DECEMBER 8, 2023

The integration and application of large language models (LLMs) in medicine and healthcare has been a topic of significant interest and development. The research discussed above delves into the intricacies of enhancing Large Language Models (LLMs) for medical applications.

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Large Language Models LLM Data Scientist Continuous Learning 189

Marktechpost

JANUARY 5, 2024

While Document AI (DocAI) has made significant strides in areas such as question answering, categorization, and extraction, real-world applications continue to face persistent hurdles related to accuracy, reliability, contextual understanding, and generalization to new domains. If you like our work, you will love our newsletter.

Large Language Models 135

Large Language Models AI Research AI Researcher Categorization 135

Marktechpost

JANUARY 15, 2024

Don’t Forget to join our Telegram Channel The post CMU AI Researchers Unveil TOFU: A Groundbreaking Machine Learning Benchmark for Data Unlearning in Large Language Models appeared first on MarkTechPost. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 136

Large Language Models Machine Learning AI Research AI Researcher 136

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 111

Large Language Models AI Research AI Researcher LLM 111

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 Research AI Researcher Computational Linguistics 96

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 111

Large Language Models Explainability AI Research AI Researcher 111

Marktechpost

MARCH 2, 2024

Large Language Models (LLMs) have significantly evolved in recent times, especially in the areas of text understanding and generation. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

Large Language Models 138

Large Language Models Artificial Intelligence Artificial Intelligence AI Research 138

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 Research AI Researcher Chatbots 98

Marktechpost

JANUARY 2, 2024

The development of multimodal large language models (MLLMs) represents a significant leap forward. These advanced systems, which integrate language and visual processing, have broad applications, from image captioning to visible question answering. If you like our work, you will love our newsletter.

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Large Language Models AI Research AI Researcher AI 131

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 Research AI Researcher Software Engineer 105

Marktechpost

JANUARY 12, 2024

[link] Enter ‘DiarizationLM,’ a groundbreaking framework developed by researchers at Google that promises to revolutionize speaker diarization by harnessing the power of large language models (LLMs). DiarizationLM stands as a testament to the evolving landscape of speaker diarization.

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Large Language Models Machine Learning AI Research AI Researcher 128

Flipboard

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 Research 123

Marktechpost

SEPTEMBER 10, 2023

Large Language Models have recently demonstrated an astonishing capacity for conversing meaningfully and following instructions from humans. The post This AI Research Proposes DISC-MedLLM: A Comprehensive Solution that Leverages Large Language Models (LLMs) to Provide Accurate Medical Response appeared first on MarkTechPost.

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Large Language Models AI Research AI Researcher AI 134

Marktechpost

SEPTEMBER 12, 2023

When it comes to downstream natural language processing (NLP) tasks, large language models (LLMs) have proven to be exceptionally effective. To generate coherent and contextually relevant responses, pioneering models like GPT4 and ChatGPT have been trained on vast volumes of text data.

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Large Language Models Artificial Intelligence Artificial Intelligence AI Research 134

Marktechpost

MARCH 15, 2024

Machine learning is witnessing rapid advancements, especially in the domain of large language models (LLMs). These models, which underpin various applications from language translation to content creation, require regular updates with new data to stay relevant and effective.

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Large Language Models Continuous Learning Machine Learning AI Research 117

Marktechpost

OCTOBER 3, 2024

Large language models (LLMs) have gained widespread popularity, but their token generation process is computationally expensive due to the self-attention mechanism. This approach adopts hierarchical global-to-local modeling to mitigate the significant KV cache IO bottleneck in batch inference.

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Large Language Models Algorithm AI Research AI Researcher 111

Marktechpost

AUGUST 13, 2023

Large Language Models (LLMs) have developed significantly in recent years and are now capable of handling challenging tasks that call for reasoning. A number of researches, including those by OpenAI and Google, have emphasized a lot on these developments.

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Large Language Models AI Research AI Researcher Natural Language Processing 98

Marktechpost

NOVEMBER 16, 2024

This article explores the insights from Kili Technology’s new multilingual study and its associated findings, emphasizing how leading models like CommandR+, Llama 3.2, This technique involves providing the model with carefully selected examples, thereby conditioning it to replicate and extend that pattern in harmful or misleading ways.

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Large Language Models AI AI AI Development 79

Flipboard

MAY 16, 2023

.” The tranche, co-led by General Catalyst and Andreessen Horowitz, is a big vote of confidence in Hippocratic’s technology, a text-generating model tuned specifically for healthcare applications. ” AI in healthcare, historically, has been met with mixed success.

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Large Language Models OpenAI Explainability LLM 179

Marktechpost

NOVEMBER 13, 2024

Large language models (LLMs) have rapidly become a foundational component of today’s consumer and enterprise applications. Researchers from Snowflake AI Research and Carnegie Mellon University introduce SuffixDecoding , a robust model-free approach that avoids the need for draft models or additional decoding heads.

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Large Language Models LLM Algorithm AI Research 87

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 Artificial Intelligence Artificial Intelligence 137

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.

Large Language Models 137

Large Language Models LLM AI Research AI Researcher 137

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. This integration is epitomized in the development of Multimodal Large Language Models (MLLMs), which have shown remarkable prowess in a range of vision-language tasks.

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Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 141

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 Research 143