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

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 100

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 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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Marktechpost

MAY 30, 2024

The proposed method combines the power of Large Language Models with dynamic adaptation to extract temporal patterns and facilitate interpretable reasoning. In conclusion, the paper addresses the challenge of reasoning on Temporal Knowledge Graphs by introducing LLM-DA. If you like our work, you will love our newsletter.

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Large Language Models LLM Machine Learning Deep Learning 80

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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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.

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Large Language Models Natural Language Processing Machine Learning AI 111

Unite.AI

NOVEMBER 6, 2023

In recent years, Generative AI has shown promising results in solving complex AI tasks. Modern AI models like ChatGPT , Bard , LLaMA , DALL-E.3 Moreover, Multimodal AI techniques have emerged, capable of processing multiple data modalities, i.e., text, images, audio, and videos simultaneously. K-means Clustering.

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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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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.

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Large Language Models Machine Learning Data Analysis LLM 107

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. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter.

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Large Language Models Machine Learning AI Researcher AI Research 126

Marktechpost

APRIL 14, 2024

However, because of the way their attention mechanism works, both conventional Transformer models and Transformer-based Large Language Models (LLMs) have limitations when it comes to context-dependent memory. Don’t Forget to join our 40k+ ML SubReddit Want to get in front of 1.5 Million AI Audience?

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Large Language Models Machine Learning AI AI 101

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.

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Large Language Models Machine Learning Natural Language Processing NLP 109

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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Large Language Models Machine Learning Algorithm LLM 126

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.

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Large Language Models Machine Learning LLM Conversational AI 118

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.

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Analytics Vidhya

MARCH 7, 2024

Persistent Systems, a leader in Digital Engineering and Enterprise Modernization, has unveiled SASVA, an innovative AI platform poised to transform software engineering practices.

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Software Engineer Large Language Models Machine Learning AI 264

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.

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Large Language Models Machine Learning LLM Software Development 128

IBM Journey to AI blog

DECEMBER 20, 2023

Machine learning (ML) technologies can drive decision-making in virtually all industries, from healthcare to human resources to finance and in myriad use cases, like computer vision , large language models (LLMs), speech recognition, self-driving cars and more. What is machine learning?

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Machine Learning Neural Network Algorithm Computer Vision 187

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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Marktechpost

FEBRUARY 27, 2024

Some studies have focused on leveraging natural language feedback to refine general model behaviors rather than improving a single model output. Related research areas include constitutional AI, context distillation, model editing, and debiasing LLMs. Also, don’t forget to follow us on Twitter and Google News.

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Large Language Models Machine Learning Artificial Intelligence Artificial Intelligence 126

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.

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Large Language Models Continuous Learning Machine Learning AI Researcher 92

Marktechpost

DECEMBER 15, 2023

Large language models of code (Code-LLMs) have been developed to help with code completion, but they can sometimes overlook bugs in the code context. The post This AI Paper Unveils Amazon’s Latest Machine Learning Insights on Buggy-Code in Large Language Models appeared first on MarkTechPost.

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Large Language Models Machine Learning Software Development AI 90

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 103

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

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Large Language Models Machine Learning LLM AI Researcher 115

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.

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Large Language Models Machine Learning LLM AI Researcher 114

Marktechpost

SEPTEMBER 24, 2023

LLVM’s optimizer is incredibly complex, with thousands of rules and algorithms written in over 1 million lines of code in the C++ programming language. Their approach is straightforward, starting with a 7-billion-parameter Large Language Model (LLM) architecture sourced from LLaMa 2 [25] and initializing it from scratch.

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Large Language Models AI Researcher AI Research LLM 138

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.

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Large Language Models Machine Learning Algorithm LLM 84

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 LLM Machine Learning Artificial Intelligence 110

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. By supplying various solved machine learning problems as training data, LLMs can acquire and amass knowledge from previous experiences.

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Large Language Models ML Machine Learning LLM 80

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

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Large Language Models LLM Machine Learning Inference Engine 138

Flipboard

JUNE 16, 2023

Large language models have increased due to the ongoing development and advancement of artificial intelligence, which has profoundly impacted the state of natural language processing in various fields.

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Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 181

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.

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Large Language Models AI Researcher AI Research LLM 132

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.

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Large Language Models LLM Data Analysis Automation 91

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 87

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

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 79