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

Large Language Models 134

Large Language Models Artificial Intelligence Artificial Intelligence Data Analysis 134

Unite.AI

JANUARY 26, 2024

Recent advances in large language models (LLMs) like GPT-4, PaLM have led to transformative capabilities in natural language tasks. Prominent implementations include Amazon SageMaker, Microsoft Azure ML, and open-source options like KServe.

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Marktechpost

MAY 4, 2024

Large Language Models (LLMs) represent a significant leap in artificial intelligence, offering robust natural language understanding and generation capabilities. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup. If you like our work, you will love our newsletter.

Large Language Models 132

Large Language Models Artificial Intelligence Artificial Intelligence Data Analysis 132

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 130

Large Language Models NLP Data Scarcity Computational Linguistics 130

Marktechpost

MARCH 5, 2024

In recent years, the landscape of natural language processing (NLP) has been dramatically reshaped by the emergence of Large Language Models (LLMs). Spearheaded by pioneers like ChatGPT and GPT-4 from OpenAI, these models have demonstrated an unprecedented proficiency in understanding and generating human-like text.

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Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 130

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. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

Large Language Models 121

Large Language Models Computer Vision Data Quality ML 121

IBM Journey to AI blog

NOVEMBER 29, 2023

Artificial intelligence is also key for businesses, helping provide capabilities for both streamlining business processes and improving strategic decisions. Additionally, developments in both closed and open source large language models (LLM) are enhancing AI’s ability for understanding plain, natural language.

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Marktechpost

MAY 4, 2024

It has revolutionized domains such as image recognition, natural language processing, and personalized recommendations. One of the major challenges facing machine learning is the opacity surrounding how models make decisions. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

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Large Language Models Natural Language Processing Machine Learning AI 131

Marktechpost

APRIL 26, 2024

Graph Machine Learning (Graph ML), especially Graph Neural Networks (GNNs), has emerged to effectively model such data, utilizing deep learning’s message-passing mechanism to capture high-order relationships. Alongside topological structure, nodes often possess textual features providing context.

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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.

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Large Language Models Computational Linguistics Algorithm LLM 114

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.

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Large Language Models Categorization Natural Language Processing Algorithm 133

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.

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Large Language Models Data Analysis LLM NLP 115

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

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Large Language Models LLM Algorithm ML 120

Marktechpost

MAY 11, 2024

Information extraction (IE) is a pivotal area of artificial intelligence that transforms unstructured text into structured, actionable data. Despite their expansive capacities, traditional large language models (LLMs) often fail to comprehend and execute the nuanced directives required for precise IE.

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Large Language Models Prompt Engineer Prompt Engineering Categorization 98

Flipboard

NOVEMBER 26, 2023

Amazon Redshift ML empowers data analysts and database developers to integrate the capabilities of machine learning and artificial intelligence into …

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Large Language Models ML Artificial Intelligence Artificial Intelligence 119

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

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 124

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 129

Large Language Models Automation Data Quality ML 129

Marktechpost

MAY 1, 2024

By leveraging PyTorch and focusing on portability and efficient memory management, ExecuTorch Alpha promises to enable real-time applications of complex AI models on smartphones, wearables, and other edge devices.

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Large Language Models Machine Learning ML AI Modeling 125

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.

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Large Language Models Algorithm NLP LLM 118

Marktechpost

MARCH 4, 2024

The exploration of large language models (LLMs) has significantly advanced the capabilities of machines in understanding and generating human-like text. However, evaluating these sophisticated models has predominantly relied on methods that measure the likelihood of a correct response through output probabilities.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 109

Marktechpost

MAY 12, 2024

In conclusion, the introduction of KnowHalu represents a significant advancement in artificial intelligence. This new method boosts the accuracy and reliability of AI applications by effectively addressing the problem of hallucinations in text generated by large language models.

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Large Language Models Artificial Intelligence Artificial Intelligence AI 78

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. The post How Can We Effectively Compress Large Language Models with One-Bit Weights?

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 133

Marktechpost

APRIL 11, 2024

Enhancing the reasoning capabilities of large language models (LLMs) is pivotal in artificial intelligence. These models, integral to many applications, from automated dialog systems to data analysis, require constant evolution to address increasingly complex tasks.

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Large Language Models Artificial Intelligence Artificial Intelligence Data Analysis 126

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. In conclusion, InternLM2 represents a significant stride forward in the development of Large Language Models. If you like our work, you will love our newsletter.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 130

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. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

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Large Language Models LLM AI Developer AI Development 134

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

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Large Language Models Artificial Intelligence Artificial Intelligence AI 129

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.

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Large Language Models ML LLM AI 140

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.

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Large Language Models LLM Data Analysis Automation 111

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 132

Large Language Models Algorithm Natural Language Processing NLP 132

Marktechpost

APRIL 10, 2024

Fine-tuning large language models (LLMs) enhances task performance and ensures adherence to instructions while modifying behaviors. However, this process incurs significant costs due to high GPU memory requirements, especially for large models like LLaMA 65B and GPT-3 175B.

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Large Language Models Machine Learning Artificial Intelligence Artificial Intelligence 123

Marktechpost

MARCH 21, 2024

The intersection of artificial intelligence and human-like understanding has always been a fascinating domain, especially when empowering large language models (LLMs) to function as agents that interact, reason, and make decisions like humans. Check out the Paper and Github.

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Large Language Models Artificial Intelligence Artificial Intelligence Prompt Engineer 105

Marktechpost

FEBRUARY 22, 2024

The rapid advancement of large language models (LLMs) has significantly impacted various domains, offering unprecedented capabilities in processing and generating human language. In summary, this research marks a significant stride toward more efficient and sustainable training methodologies for large language models.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 134

Marktechpost

MARCH 12, 2024

In the evolving landscape of artificial intelligence, the study of how machines understand and process human language has unveiled intriguing insights, particularly within large language models (LLMs). Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 110

Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 110

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 129

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

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Large Language Models Machine Learning LLM ML 127

Marktechpost

FEBRUARY 15, 2024

This process leads to the formulation of principles, which significantly enhance the model’s problem-solving abilities when combined with the original examples. LEAP has been shown to improve upon the strongest available Large Language Models (LLMs) like GPT-3.5-turbo,

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Large Language Models Artificial Intelligence Artificial Intelligence AI Modeling 129

AWS Machine Learning Blog

APRIL 29, 2024

In recent years, large language models (LLMs) have gained attention for their effectiveness, leading various industries to adapt general LLMs to their data for improved results, making efficient training and hardware availability crucial. Now you can launch a training job to submit a model training script as a slurm job.

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Large Language Models NLP Machine Learning Artificial Intelligence 101