Marktechpost

MAY 6, 2024

Large Language Models (LLMs) have demonstrated remarkable abilities in generating human-like text, answering questions, and coding. Reinforcement Learning from Human Feedback (RLHF), or Preference-based Reinforcement Learning (PbRL), emerges as a promising solution. and remains competitive with GPT-4 on MT-Bench.

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Large Language Models Machine Learning Algorithm AI 104

Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps.

Machine Learning 353

Machine Learning Large Language Models Artificial Intelligence Artificial Intelligence 353

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.

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Large Language Models Machine Learning LLM ML 120

Analytics Vidhya

SEPTEMBER 25, 2023

In today’s cutthroat competition and with large language models, comprehending customer thoughts is no longer a luxury but a necessity.

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Large Language Models Chatbots Generative AI NLP 293

Unite.AI

OCTOBER 16, 2023

The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. These models are trained on vast datasets encompassing a broad spectrum of internet text.

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Large Language Models LLM Machine Learning DevOps 189

Unite.AI

FEBRUARY 28, 2024

Large language models (LLMs) like GPT-4, DALL-E have captivated the public imagination and demonstrated immense potential across a variety of applications. However, for all their capabilities, these powerful AI systems also come with significant vulnerabilities that could be exploited by malicious actors.

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Marktechpost

MAY 1, 2024

PyTorch recently introduced ExecuTorch alpha to address the challenge of deploying powerful machine learning models, including extensive language models (LLMs), on edge devices that are limited in resources, such as smartphones and wearables.

Large Language Models 117

Large Language Models Machine Learning ML AI Modeling 117

Marktechpost

MAY 4, 2024

Machine learning focuses on creating algorithms that enable computers to learn from data and improve performance over time. It has revolutionized domains such as image recognition, natural language processing, and personalized recommendations. Check out the Paper. Also, don’t forget to follow us on Twitter.

Large Language Models 127

Large Language Models Natural Language Processing Machine Learning AI 127

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. The system's ability to slash loading and startup times unblocks the scalable deployment of large language models for practical applications.

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Large Language Models LLM Software Architect Chatbots 241

Marktechpost

MARCH 8, 2024

At this juncture, the focal point of interest is enhancing large language models (LLMs), propelling them beyond mere response generation to mastering multi-turn decision-making tasks. ArCHer’s impact extends to the broader landscape of AI and machine learning. Check out the Paper and Project.

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Large Language Models Machine Learning Artificial Intelligence Artificial Intelligence 132

Analytics Vidhya

MAY 6, 2023

Introduction Large Language Models (LLMs) are now widely used in a variety of applications, like machine translation, chat bots, text summarization , sentiment analysis , making advancements in the field of natural language processing (NLP).

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Large Language Models Natural Language Processing NLP LLM 288

Marktechpost

MARCH 19, 2024

Large language models (LLMs) have revolutionized how computers understand and generate human language in machine learning and natural language processing. BurstAttention is a significant advancement in processing long sequences in large language models; it’s a game-changer for NLP.

Large Language Models 127

Large Language Models Machine Learning Natural Language Processing NLP 127

Marktechpost

MARCH 6, 2024

Researchers from the University of Southern California are called DeLLMa, which stands for Decision-making Large Language Model assistant. This innovative tool is designed to leverage the expansive capabilities of large language models (LLMs) to assist in decision-making processes fraught with uncertainty.

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Large Language Models Machine Learning Data Analysis ML 131

Marktechpost

JANUARY 8, 2024

The increasing reliance on cloud-hosted large language models for inference services has raised privacy concerns, especially when handling sensitive data. Secure Multi-Party Computing (SMPC) has emerged as a solution for preserving the privacy of both inference data and model parameters. Check out the Paper.

Large Language Models 113

Large Language Models Machine Learning BERT Algorithm 113

Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. However, ML models are challenging to develop and deploy. This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses.

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

Marktechpost

APRIL 25, 2024

Are you curious about the intricate world of large language models (LLMs) and the technical jargon that surrounds them? LLM (Large Language Model) Large Language Models (LLMs) are advanced AI systems trained on extensive text datasets to understand and generate human-like text.

Large Language Models 130

Large Language Models LLM Neural Network Natural Language Processing 130

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 117

Marktechpost

MARCH 3, 2024

In the significantly advancing fields of data science and Artificial Intelligence (AI), the combination of interpretable Machine Learning (ML) models with Large Language Models (LLMs) has represented a major breakthrough. Check out the Paper and Github.

Large Language Models 126

Large Language Models Machine Learning Data Analysis LLM 126

Marktechpost

JANUARY 15, 2024

The researchers’ comprehensive approach to defining, measuring, and evaluating unlearning sheds light on the complexities of ensuring privacy and security in AI systems. In conclusion, the TOFU benchmark presents a significant step forward in understanding the challenges and limitations of unlearning in LLMs.

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Large Language Models Machine Learning AI Researcher AI Research 135

Marktechpost

MARCH 1, 2024

Large language models (LLMs) stand out for their astonishing ability to mimic human language. These models, pivotal in advancements across machine translation, summarization, and conversational AI, thrive on vast datasets and equally enormous computational power.

Large Language Models 134

Large Language Models Machine Learning LLM Conversational AI 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. Check out the Paper.

Large Language Models 112

Large Language Models Continuous Learning Machine Learning AI Researcher 112

Marktechpost

MARCH 17, 2024

In the rapidly advancing domain of artificial intelligence, the efficient operation of large language models (LLMs) on consumer-level hardware represents a significant technical challenge. This issue arises from the inherent trade-off between the models’ size and computational efficiency.

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Marktechpost

APRIL 8, 2024

Researchers from the University of Pennsylvania, ETH Zurich, EPFL, and Sony AI introduce JailbreakBench , a benchmark designed to standardize best practices in the evolving field of LLM jailbreaking. Consequently, benchmarking the advancement of jailbreaking attacks and defenses is crucial, particularly for safety-critical applications.

Large Language Models 104

Large Language Models Machine Learning Algorithm LLM 104

Marktechpost

MARCH 9, 2024

In recent research, a team of researchers has introduced SynCode, a versatile and efficient approach for generating syntactically accurate code across various programming languages. SynCode works with a variety of Large Language Model (LLM) decoding algorithms, including beam search, sampling, and greedy.

Large Language Models 135

Large Language Models Machine Learning LLM Software Development 135

Marktechpost

MAY 7, 2024

However, the quality of that data is paramount, especially given the escalating reliance on Machine Learning (ML) across various industries. With IoT devices increasingly interconnected and data acquisition costs declining, enterprises are capitalizing on this wealth of data to inform strategic decisions.

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Large Language Models Automation Data Quality ML 122

Marktechpost

MAY 8, 2024

The quest for efficient data processing techniques in machine learning and data science is paramount. Existing work includes frameworks like Woodpecker, which focuses on extracting key concepts for hallucination diagnosis and mitigation in large language models. If you like our work, you will love our newsletter.

Large Language Models 107

Large Language Models LLM Data Analysis Automation 107

Marktechpost

DECEMBER 20, 2023

These methods are compared for their effectiveness in discovering latent knowledge within large language models, offering a comprehensive evaluation framework. A random baseline, using a probe with randomly initialized parameters, acts as a floor method. If you like our work, you will love our newsletter.

Large Language Models 130

Large Language Models Machine Learning LLM AI Researcher 130

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).

Large Language Models 129

Large Language Models LLM Machine Learning Artificial Intelligence 129

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 126

Large Language Models Machine Learning LLM AI Researcher 126

Marktechpost

FEBRUARY 23, 2024

Developing large language models (LLMs) represents a cutting-edge frontier. These models, trained to parse, generate, and interpret human language, are increasingly becoming the backbone of various digital tools and platforms, enhancing everything from simple automated writing assistants to complex conversational agents.

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Large Language Models Machine Learning LLM AI Modeling 98

Towards AI

AUGUST 10, 2023

Last Updated on August 11, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Embarking on a Journey with Large Language Models (LLMs) This member-only story is on us. The world of artificial intelligence has been revolutionized by the emergence of Large Language Models (LLMs).

Large Language Models 97

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 97

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 129

Flipboard

SEPTEMBER 11, 2023

By Karina Edmonds and Mohan Shekar, SAP Large Language Models (LLMs) are a class of AI systems uniquely skilled at generating and understanding natural language. LLMs are a type of generative AI, which refers to machine learning models capable of creating new, synthetic data like text, images, …

Large Language Models 138

Large Language Models Machine Learning Generative AI AI 138

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 107

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. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

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Large Language Models Prompt Engineer Prompt Engineering Machine Learning 102

Marktechpost

FEBRUARY 29, 2024

Large Language Models (LLMs) have extended their capabilities to different areas, including healthcare, finance, education, entertainment, etc. These models have utilized the power of Natural Language Processing (NLP), Natural Language Generation (NLG), and Computer Vision to dive into almost every industry.

Large Language Models 130

Large Language Models LLM Machine Learning Natural Language Processing 130

Marktechpost

FEBRUARY 7, 2024

Large language models (LLMs) have profoundly transformed the landscape of artificial intelligence (AI) in natural language processing (NLP). These models can understand and generate human-like text, representing a pinnacle of current AI research. If you like our work, you will love our newsletter.

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Large Language Models Machine Learning Natural Language Processing Artificial Intelligence 109