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. in base models to 67.3% models on GSM8K. under LaTRO with greedy decoding.

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Large Language Models AI Researcher AI Research LLM 85

Marktechpost

NOVEMBER 13, 2024

Large language models (LLMs) have rapidly become a foundational component of today’s consumer and enterprise applications. Addressing this need for accelerated token generation is crucial for the continued advancement and widespread adoption of LLM-powered applications.

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Large Language Models LLM Algorithm AI Researcher 91

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. Instead of depending just on one huge model, this idea uses several smaller LLMs as judges.

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Large Language Models AI Researcher AI Research LLM 111

Marktechpost

MAY 14, 2024

In the quickly developing fields of Artificial Intelligence and Data Science, the volume and accessibility of training data are critical factors in determining the capabilities and potential of Large Language Models (LLMs). The post Large Language Model (LLM) Training Data Is Running Out.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 122

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. Google's Med-PaLM 2, a pioneering LLM in the healthcare domain, has demonstrated impressive capabilities, notably achieving an “expert” level in U.S.

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Large Language Models LLM Data Scientist Continuous Learning 189

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 Researcher AI Research LLM 137

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.

Large Language Models 128

Large Language Models Machine Learning AI Researcher AI Research 128

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 Machine Learning LLM Artificial Intelligence 135

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. Some researchers have focused on mechanistic frameworks or pattern analysis through empirical results.

Large Language Models 126

Large Language Models AI Researcher AI Research LLM 126

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

Large Language Models 106

Large Language Models AI Researcher AI Research Neural Network 106

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.

Large Language Models 140

Large Language Models AI Researcher AI Research Neural Network 140

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 115

AI News

FEBRUARY 27, 2024

Mistral AI, a France-based startup, has introduced a new large language model (LLM) called Mistral Large that it claims can compete with several top AI systems on the market. Pricing for the Mistral Large model starts at $8 per million tokens of input and $24 per million output tokens.

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LLM Large Language Models Big Data OpenAI 279

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.

Large Language Models 111

Large Language Models Explainability AI Researcher AI Research 111

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 134

Marktechpost

JULY 13, 2023

Large language models (LLM) have made great strides recently, demonstrating amazing performance in tasks conversationally requiring natural language processing. Thanks to their unheard-of powers, they provide a potential route to general-purpose artificial intelligence models.

Large Language Models 98

Large Language Models LLM AI Researcher AI Research 98

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.

Large Language Models 111

Large Language Models AI Researcher AI Research 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. Check out the Paper and Blog.

Large Language Models 98

Large Language Models AI Researcher AI Research Computational Linguistics 98

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 124

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. The team has summarized their primary contributions as follows.

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Large Language Models AI Researcher AI Research Categorization 135

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 Algorithm LLM Natural Language Processing 111

Marktechpost

JUNE 2, 2024

Large Language Models (LLMs) have made significant advancements in natural language processing but face challenges due to memory and computational demands. This problem gets worse when LLMs are used in different situations with limited resources. LLM-QFA framework adapts resource-balanced sampling strategy.

Large Language Models 115

Large Language Models LLM Natural Language Processing AI Researcher 115

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 265

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.

Large Language Models 138

Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 138

Marktechpost

SEPTEMBER 17, 2023

Researchers have recently seen significant improvements in large language models’ (LLMs) instruction tuning. ChatGPT and GPT-4 are general-purpose talking systems that obey human commands in language and visuals. Figure 1 compares our multi-modality vs. visual instruction models ImageBind-LLM.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 137

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

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.

Large Language Models 129

Large Language Models LLM Artificial Intelligence Artificial Intelligence 129

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.

Large Language Models 133

Large Language Models Artificial Intelligence Artificial Intelligence LLM 133

Marktechpost

DECEMBER 23, 2023

Generative Large Language Models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex Natural Language Processing (NLP), creative writing, question answering, and code generation. times faster than the current llama.cpp system while retaining model fidelity.

Large Language Models 140

Large Language Models Machine Learning LLM Inference Engine 140

Unite.AI

JULY 5, 2024

Large Language Models (LLMs) are powerful tools not just for generating human-like text, but also for creating high-quality synthetic data. This capability is changing how we approach AI development, particularly in scenarios where real-world data is scarce, expensive, or privacy-sensitive.

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LLM Prompt Engineer Prompt Engineering Data Scarcity 259

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 Researcher AI Research 137

Marktechpost

AUGUST 9, 2024

The authors propose a systematic investigation into these methodologies, assessing their impact on LLM performance across various tasks, including reasoning and classification. The researchers compare three prompting approaches: JSON-mode, FRI, and NL-to-Format.

Large Language Models 115

Large Language Models Data Analysis LLM Deep Learning 115

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 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.

Large Language Models 97

Large Language Models LLM Artificial Intelligence Artificial Intelligence 97

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.

Large Language Models 115

Large Language Models ETL Data Ingestion Data Quality 115

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 Artificial Intelligence Artificial Intelligence 137

Marktechpost

SEPTEMBER 10, 2023

Large Language Models have recently demonstrated an astonishing capacity for conversing meaningfully and following instructions from humans. DISC-MedLLM is then trained using the newly created SFT datasets using a two-stage training process on top of a general domain Chinese LLM with 13B parameters 1.

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Large Language Models AI Researcher AI Research AI 134