Marktechpost

MAY 10, 2024

Multimodal large language models (MLLMs) represent a cutting-edge intersection of language processing and computer vision, tasked with understanding and generating responses that consider both text and imagery. Check out the Paper. All credit for this research goes to the researchers of this project.

Large Language Models 111

Large Language Models Computer Vision Data Quality ML 111

Marktechpost

MAY 4, 2024

Stakeholders in these sectors require transparent models, as automated decisions’ consequences can have significant ethical and practical implications. Existing research includes popular benchmarks like GSM8k, MATH, and MBPP for evaluating reasoning in large language models (LLMs).

Large Language Models 119

Large Language Models Natural Language Processing Machine Learning AI 119

Marktechpost

APRIL 30, 2024

Large Language Models (LLMs) signify a revolutionary leap in numerous application domains, facilitating impressive accomplishments in diverse tasks. With billions of parameters, these models demand extensive computational resources for operation. Yet, their immense size incurs substantial computational expenses.

Large Language Models 118

Large Language Models Categorization Natural Language Processing Algorithm 118

Marktechpost

MAY 12, 2024

Quantization, a method integral to computational linguistics, is essential for managing the vast computational demands of deploying large language models (LLMs). It simplifies data, thereby facilitating quicker computations and more efficient model performance. Check out the Paper.

Large Language Models 102

Large Language Models Computational Linguistics Algorithm LLM 102

Marktechpost

MAY 7, 2024

However, the quality of that data is paramount, especially given the escalating reliance on Machine Learning (ML) across various industries. Poor-quality training data can introduce biases and inaccuracies, undermining the efficacy of ML applications. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

Large Language Models 110

Large Language Models Automation Data Quality ML 110

Marktechpost

MAY 7, 2024

The emergence of large language models (LLMs) has profoundly influenced the field of biomedicine, providing critical support for synthesizing vast data. These models are instrumental in distilling complex information into understandable and actionable insights. on the GIT and ChemProt datasets, respectively.

Large Language Models 104

Large Language Models Data Analysis LLM NLP 104

Marktechpost

MAY 7, 2024

Large language models (LLMs) like GPT-3 can be a potential solution because these powerful AI models can understand and generate human-like text, so in theory, they could engage in back-and-forth conversations to intuitively elicit someone’s preferences. Check out the Paper.

Large Language Models 101

Large Language Models LLM Algorithm ML 101

Marktechpost

MARCH 5, 2024

The surge in the development of Large Language Models (LLMs) has been revolutionary. These sophisticated models have dramatically enhanced our ability to process, understand, and generate human-like text. The pursuit of efficiency without sacrificing performance has become a paramount concern within the AI community.

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Large Language Models LLM AI Developer AI Development 131

Marktechpost

MAY 12, 2024

Therefore, there’s a pressing need to effectively detect and manage these inaccuracies to maintain the reliability of AI-generated information. Initially, techniques focused on internal consistency checks where responses from the AI were tested against each other to spot contradictions. Check out the Paper and GitHub.

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Large Language Models Artificial Intelligence Artificial Intelligence AI 95

Marktechpost

MAY 4, 2024

Large Language Models (LLMs) represent a significant leap in artificial intelligence, offering robust natural language understanding and generation capabilities. These advanced models can perform various tasks, from aiding virtual assistants to generating comprehensive content and conducting in-depth data analysis.

Large Language Models 122

Large Language Models Artificial Intelligence Artificial Intelligence Data Analysis 122

Marktechpost

MAY 5, 2024

The large language models (LLMs) research domain emphasizes aligning these models with human preferences to produce helpful, unbiased, and safe responses. NeMo-Aligner’s approach makes it possible to enhance model responses in a targeted, data-driven manner. If you like our work, you will love our newsletter.

Large Language Models 101

Large Language Models Algorithm NLP LLM 101

Marktechpost

MAY 1, 2024

The researchers aim to resolve the need to optimize model execution on devices with limited resources while maintaining performance and efficiency. The existing methods for running large AI models require computers with large computational power, which has limited their application on edge devices due to the lack of resources.

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Large Language Models Machine Learning ML AI Modeling 105

Marktechpost

MAY 8, 2024

Existing work includes frameworks like Woodpecker, which focuses on extracting key concepts for hallucination diagnosis and mitigation in large language models. Models like AlpaGasus leverage fine-tuning high-quality data to enhance effectiveness and accuracy. If you like our work, you will love our newsletter.

Large Language Models 99

Large Language Models LLM Data Analysis Automation 99

Marktechpost

MAY 11, 2024

With the significant advancement in the fields of Artificial Intelligence (AI) and Natural Language Processing (NLP), Large Language Models (LLMs) like GPT have gained attention for producing fluent text without explicitly built grammar or semantic modules. If you like our work, you will love our newsletter.

Large Language Models 119

Large Language Models NLP Data Scarcity Computational Linguistics 119

Marktechpost

MARCH 8, 2024

The relentless advancement in natural language processing (NLP) has ushered in an era of large language models (LLMs) capable of performing various complex tasks with unprecedented accuracy. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 123

Large Language Models Algorithm Natural Language Processing NLP 123

Marktechpost

MAY 6, 2024

Large Language Models (LLMs) have demonstrated remarkable abilities in generating human-like text, answering questions, and coding. It offers provable guarantees for solving two-player constant-sum games and scalability for large language models. and remains competitive with GPT-4 on MT-Bench.

Large Language Models 93

Large Language Models Machine Learning Algorithm AI 93

Marktechpost

FEBRUARY 13, 2024

The quest to enhance Large Language Models (LLMs) has led to a groundbreaking innovation by a team from the Beijing Academy of Artificial Intelligence and Gaoling School of Artificial Intelligence at Renmin University. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 120

Large Language Models Artificial Intelligence Artificial Intelligence Data Analysis 120

Marktechpost

MAY 16, 2024

Recently, there’s been a surge in the adoption of Integrated Speech and Large Language Models (SLMs), which can understand spoken commands and generate relevant text responses. Although developers have started training models explicitly for “safety alignment,” vulnerabilities persist.

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Large Language Models Algorithm LLM ML 79

Marktechpost

MAY 2, 2024

The development of natural language processing has been significantly propelled by the advancements in large language models (LLMs). These models have showcased remarkable performance in tasks like translation, question answering, and text summarization, proving their efficiency in generating high-quality text.

Large Language Models 107

Large Language Models Natural Language Processing LLM AI 107

Marktechpost

MARCH 2, 2024

Very large language models (LLMs) continue to face major computational cost barriers, which prevents their broad deployment, even with inference optimization approaches that have advanced significantly. Studies have demonstrated that logit distillation is useful for improving SPEED draft model training.

Large Language Models 122

Large Language Models ML LLM AI 122

Marktechpost

APRIL 27, 2024

Large language models (LLMs) are the backbone of numerous computational platforms, driving innovations that impact a broad spectrum of technological applications. Optimizing LLM performance without prohibitive computational expenses is a significant challenge in this field. Check out the Paper.

Large Language Models 108

Large Language Models Machine Learning LLM ML 108

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. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 135

Large Language Models AI Researcher AI Research LLM 135

Marktechpost

MAY 16, 2024

Feedback is crucial for student success, especially in large computing classes facing increasing demand. Recent advancements in large language models (LLMs) show promise in offering rapid, human-like feedback. Results indicate that GPT-4 shows promise in reliably assessing the quality of automatically generated feedback.

Large Language Models 68

Large Language Models Automation LLM ML 68

Marktechpost

JANUARY 5, 2024

The field of Artificial Intelligence (AI) is set for a revolutionary change in the coming years. 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).

Large Language Models 133

Large Language Models LLM AI AI 133

Marktechpost

MAY 1, 2024

Many applications have used large language models (LLMs). Don’t Forget to join our 40k+ ML SubReddit The post LayerSkip: An End-to-End AI Solution to Speed-Up Inference of Large Language Models (LLMs) appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Large Language Models 117

Large Language Models Auto-complete LLM Deep Learning 117

Marktechpost

MARCH 24, 2024

This method’s core is using a large language model (LLM), which, due to its state-of-the-art text comprehension capabilities, can integrate diverse types of data to improve the accuracy of detecting device-directed speech. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

Large Language Models 121

Large Language Models LLM Categorization AI 121

Marktechpost

APRIL 8, 2024

The processing of long textual sequences, which is critical for numerous applications, including question-answering systems and document summarization, has shown remarkable progress in large language models (LLMs). These models can understand and generate text based on large contexts.

Large Language Models 118

Large Language Models LLM ML Artificial Intelligence 118

Marktechpost

MARCH 23, 2024

The relentless pursuit of refining artificial intelligence has led to the creation of sophisticated Large Language Models (LLMs) such as GPT-3 and GPT-4, significantly expanding the boundaries of machine understanding and interaction with human language. Check out the Paper.

Large Language Models 110

Large Language Models Artificial Intelligence Artificial Intelligence AI 110

Marktechpost

FEBRUARY 26, 2024

The advent of code-generating Large Language Models (LLMs) has marked a significant leap forward. These models, capable of understanding and generating code, are revolutionizing how developers approach coding tasks. Accurately assessing these models’ capabilities remains a challenge.

Large Language Models 117

Large Language Models Software Development Data Science Automation 117

Marktechpost

MARCH 14, 2024

Advancements in large language models (LLMs) have been witnessed across various domains, such as translation, healthcare, and code generation. These models have shown exceptional capabilities in understanding and generating human-like text. Don’t Forget to join our 38k+ ML SubReddit Want to get in front of 1.5

Large Language Models 103

Large Language Models LLM Artificial Intelligence Artificial Intelligence 103

Marktechpost

MAY 14, 2024

Large language models (LLMs) are central to processing vast amounts of data quickly and accurately. Don’t Forget to join our 42k+ ML SubReddit The post Web-Instruct’s Instruction Tuning for MAmmoTH2 and MAmmoTH2-Plus Models: The Power of Web-Mined Data in Enhancing Large Language Models appeared first on MarkTechPost.

Large Language Models 103

Large Language Models LLM Data Quality Algorithm 103

Marktechpost

APRIL 2, 2024

Large Language Models (LLMs) are the most recent and amazing introduction in the field of Artificial Intelligence (AI). Large volumes of textual data from the Internet have been used to train these supercharged n-gram models, which have captured a great amount of human knowledge.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 114

Marktechpost

MARCH 30, 2024

In the ever-evolving landscape of artificial intelligence, the quest for more advanced and capable language models has been a driving force. As the demand for intelligent systems that can understand and generate human-like language grows, the development of LLMs has become a crucial endeavor.

Large Language Models 128

Large Language Models LLM Artificial Intelligence Artificial Intelligence 128

Marktechpost

FEBRUARY 28, 2024

In recent research, a team of researchers from Meta has presented TestGen-LLM, a unique tool that uses Large Language Models (LLMs) to improve pre-existing human-written test suites automatically. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 118

Large Language Models LLM Automation Software Engineer 118

Marktechpost

MAY 11, 2024

The emergence of large language models (LLMs) has renewed interest in hierarchical control architectures, with recent studies utilizing LLMs to replace symbolic planners, achieving significant feats like mobile object rearrangement based on open-vocabulary instructions. If you like our work, you will love our newsletter.

Large Language Models 106

Large Language Models Robotics Neural Network LLM 106

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.

Large Language Models 127

Large Language Models AI Researcher AI Research Neural Network 127

Towards AI

MAY 3, 2023

Last Updated on May 9, 2023 by Editorial Team Author(s): Sriram Parthasarathy Originally published on Towards AI. This is where ML CoPilot enters the scene. In this paper, the authors suggest the use of LLMs to make use of past ML experiences to suggest solutions for new ML tasks.

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Large Language Models ML Machine Learning LLM 81