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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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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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.

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Large Language Models Automation Data Quality ML 123

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.

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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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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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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).

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Large Language Models Natural Language Processing Machine Learning AI 129

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 102

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

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 124

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 138

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.

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Large Language Models Artificial Intelligence Artificial Intelligence Data Analysis 132

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.

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Large Language Models Algorithm Natural Language Processing NLP 131

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

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Large Language Models Machine Learning Algorithm AI 97

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.

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Large Language Models LLM ML Artificial Intelligence 126

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 120

Towards AI

MAY 3, 2023

Solving Machine Learning Tasks with MLCoPilot: Harnessing Human Expertise for Success Many of us have made use of large language models (LLMs) like ChatGPT to generate not only text and images but also code, including machine learning code. This is where ML CoPilot enters the scene.

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Marktechpost

APRIL 9, 2024

Large language models (LLMs) excel in language comprehension and reasoning tasks but lack spatial reasoning exploration, a vital aspect of human cognition. Humans demonstrate remarkable skills in mental imagery, termed the Mind’s Eye, enabling imagination of the unseen world.

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Large Language Models ML Artificial Intelligence Artificial Intelligence 108

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.

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Large Language Models Natural Language Processing LLM AI 112

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.

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Large Language Models Software Development Data Science Automation 130

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 ML 107

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.

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Marktechpost

MARCH 1, 2024

The quest for clean, usable data for pretraining Large Language Models (LLMs) resembles searching for treasure amidst chaos. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter and Google News.

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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 136

Large Language Models LLM Categorization AI 136

Marktechpost

APRIL 26, 2024

Traditional approaches, while robust, often fall short due to the sheer diversity and specificity of biomedical terminology, compounded by the typically sparse data on which these models are trained. However, these models generally lack the nuanced understanding required to process biomedical texts accurately.

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Large Language Models Machine Learning AI AI 115

Marktechpost

FEBRUARY 3, 2024

A significant challenge is the models’ tendency to produce “hallucinations” or factual errors due to their reliance on internal knowledge bases. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter and Google News.

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Large Language Models Natural Language Processing Automation Algorithm 141

Marktechpost

MARCH 3, 2024

Large Language Models (LLMs) such as GPT-4, Gemini, and Llama-2 are at the forefront of a significant shift in data annotation processes, offering a blend of automation, precision, and adaptability previously unattainable with manual methods. Also, don’t forget to follow us on Twitter and Google News.

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Large Language Models Prompt Engineer Prompt Engineering Machine Learning 104

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

JANUARY 16, 2024

Recent studies label Large Language Models (LLMs) as “causal parrots,” highlighting their tendency to echo training data. To evaluate Large Language Models’ (LLMs) pure causal reasoning abilities, researchers from Max Plank, ETH Zurich, University of Michigan, and Meta have introduced the CORR2CAUSE dataset.

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Large Language Models ML Artificial Intelligence Artificial Intelligence 109

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

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Large Language Models Artificial Intelligence Artificial Intelligence Data Analysis 124

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

Large Language Models 104

Large Language Models ETL Data Ingestion Data Quality 104

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 126

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 105

Marktechpost

MARCH 26, 2024

Large language models (LLMs) have proven success in various tasks in the software engineering domain, such as generating code and documentation, translating code between programming languages, writing unit tests, and detecting and fixing bugs. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

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Large Language Models Neural Network Software Engineer Machine Learning 91

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

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. appeared first on MarkTechPost.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 127

Marktechpost

FEBRUARY 20, 2024

Studying scaling laws in large language models (LLMs) is crucial for enhancing machine translation performance. Join our 37k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter and Google News.

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