Analytics Vidhya

NOVEMBER 8, 2023

It is a multimodal large language model (MLLM) making waves with groundbreaking capabilities in understanding text and images. Developing a language model is one thing, […] The post KOSMOS-2: A Multimodal Large Language Model by Microsoft appeared first on Analytics Vidhya.

Large Language Models 313

Large Language Models AI AI Generative AI 313

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, these promising models also pose novel vulnerabilities that must be addressed. Let's examine some prominent attack vectors: 1.

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Large Language Models LLM Machine Learning Neural Network 162

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 108

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.

Large Language Models 110

Large Language Models Machine Learning LLM ML 110

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.

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Unite.AI

OCTOBER 16, 2023

LLMOps versus MLOps Machine learning operations (MLOps) has been well-trodden, offering a structured pathway to transition machine learning (ML) models from development to production. While seemingly a variant of MLOps or DevOps, LLMOps has unique nuances catering to large language models' demands.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

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

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 119

Large Language Models Natural Language Processing Machine Learning AI 119

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.

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Large Language Models Machine Learning Artificial Intelligence Artificial Intelligence 130

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.

Large Language Models 241

Large Language Models LLM Software Architect Chatbots 241

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.

Large Language Models 133

Large Language Models Machine Learning Algorithm LLM 133

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 118

Large Language Models Machine Learning Data Analysis LLM 118

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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Artificial Intelligence Artificial Intelligence Automation Machine Learning 232

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 108

Large Language Models Machine Learning ML AI Modeling 108

Marktechpost

APRIL 28, 2024

The popularity of AI has skyrocketed in the past few years, with new avenues being opened up with the rise in the use of large language models (LLMs). Google AI for Anyone “Google AI for Anyone” is a beginner-friendly course that teaches about artificial intelligence (AI). and what AI can and cannot do.

Artificial Intelligence 104

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 104

Marktechpost

APRIL 21, 2024

The following six free AI courses offer a structured pathway for beginners to start their journey into the world of artificial intelligence. Introduction to Generative AI: This course provides an introductory overview of Generative AI, explaining what it is and how it differs from traditional machine learning methods.

Artificial Intelligence 117

Artificial Intelligence Artificial Intelligence BERT Large Language Models 117

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.

Large Language Models 126

Large Language Models Machine Learning Data Analysis ML 126

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 119

Large Language Models Machine Learning Natural Language Processing NLP 119

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.

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Large Language Models LLM Neural Network Natural Language Processing 127

Towards AI

AUGUST 10, 2023

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). Upgrade to access all of Medium. Join thousands of data leaders on the AI newsletter.

Large Language Models 98

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 98

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 119

Large Language Models LLM Machine Learning Artificial Intelligence 119

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 134

Large Language Models Machine Learning LLM Software Development 134

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 105

Large Language Models Machine Learning BERT Algorithm 105

Flipboard

NOVEMBER 28, 2023

If you are interested in learning how to build knowledge graphs using artificial intelligence and specifically large language models (LLM). Johannes …

Large Language Models 135

Large Language Models Artificial Intelligence Artificial Intelligence LLM 135

Marktechpost

JANUARY 15, 2024

Don’t Forget to join our Telegram Channel The post CMU AI Researchers Unveil TOFU: A Groundbreaking Machine Learning Benchmark for Data Unlearning in Large Language Models appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Large Language Models 133

Large Language Models Machine Learning AI Researcher AI Research 133

Marktechpost

APRIL 8, 2024

Don’t Forget to join our 40k+ ML SubReddit The post This Machine Learning Paper Introduces JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models appeared first on MarkTechPost. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

Large Language Models 95

Large Language Models Machine Learning Algorithm LLM 95

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. A transformer architecture is typically implemented as a Large language model.

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Large Language Models LLM Natural Language Processing Deep Learning 98

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 103

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 127

Large Language Models Machine Learning LLM Conversational AI 127

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. Continual Pre-Training of Large Language Models: How to (re) warm your model?

Large Language Models 105

Large Language Models NLP Machine Learning Artificial Intelligence 105

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. Check out the Paper and Github.

Large Language Models 101

Large Language Models Machine Learning Natural Language Processing Artificial Intelligence 101

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

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 124

Large Language Models Machine Learning LLM AI Researcher 124

Flipboard

SEPTEMBER 15, 2023

A large language model (LLM) is used to train artificial intelligence (AI) to understand and generate text just like a human. Learn more about large …

Large Language Models 103

Large Language Models Artificial Intelligence Artificial Intelligence LLM 103

Flipboard

MARCH 30, 2023

(Fixie Photo) The news: Fixie , a new Seattle-based startup aiming to help companies fuse large language models into their software stack, raised a $17 million seed round. The context: Large language models, or LLMs, are algorithms that power artificial intelligence systems such as OpenAI’s ChatGPT.

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Large Language Models Natural Language Processing Automation Machine Learning 161

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 126

Large Language Models LLM Machine Learning Natural Language Processing 126

Towards AI

NOVEMBER 3, 2023

Stanford proposes an index to measure LLM transparency, and the results are not encouragingPhoto by Marc Schulte on Unsplash Stanford measured how transparent companies are true their Large Language Models (LLMs) and other foundation models.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 118