AssemblyAI

MAY 3, 2023

Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives. With these fairly complex algorithms often being described as “giant black boxes” in news and media, a demand for clear and accessible resources is surging. months on average.

Large Language Models 363

Large Language Models Neural Network LLM ChatGPT 363

IBM Journey to AI blog

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. The license may restrict how the LLM can be used.

Large Language Models 229

Large Language Models LLM Explainability Chatbots 229

Marktechpost

JUNE 30, 2023

Large Language Models have transformed Natural Language Processing by showcasing amazing skills like emergence and grokking and driving model size to increase continually. The bar for NLP research is raised by training these models with billions of parameters, such as those with 30B to 175B parameters.

Large Language Models 103

Large Language Models Natural Language Processing AI Tools AI 103

Marktechpost

JULY 22, 2023

For decades, the tasks involving predicting a molecule’s chemical, macroscopic, or biological properties based on its chemical structure have been a key scientific research problem.

AI Tools 52

AI Tools Deep Learning Natural Language Processing Computer Vision 52

Marktechpost

JULY 14, 2023

However, as Mithril Security’s latest LLM-powered penetration test shows, adopting the newest algorithms can also have significant security implications. Researchers from Mithril Security, a corporate security platform, discovered they could poison a typical LLM supply chain by uploading a modified LLM to Hugging Face.

LLM 98

LLM Large Language Models Algorithm AI 98

Marktechpost

JUNE 8, 2023

There are rising worries about the potential negative impacts of large language models (LLMs), such as data memorization, bias, and unsuitable language, despite LLMs’ widespread praise for their capacity to generate natural-sounding text.

Large Language Models 105

Large Language Models LLM Inference Engine AI 105

Marktechpost

JUNE 4, 2023

Large language models (LLMs) excel at many downstream tasks that call for common sense, thanks to their vast size. Don’t forget to join our 22k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Check Out The Paper.

Large Language Models 98

Large Language Models LLM Artificial Intelligence Artificial Intelligence 98

Marktechpost

JUNE 14, 2023

The development of Large Language Models (LLMs) is one of the most innovative advancements in the field of Artificial Intelligence. From researchers and analysts to students and organizations, LLMs like ChatGPT are being used by everyone. LLMs like ChatGPT, BERT, LLaMA, PaLM, etc., appeared first on MarkTechPost.

Large Language Models 98

Large Language Models BERT Artificial Intelligence Artificial Intelligence 98

Marktechpost

JUNE 9, 2023

Machine learning (ML) has played (and will continue to play) a significant role in extracting and learning important characteristics from large-scale password breaches, leading to substantial contributions primarily towards two primary areas of research: (1) password guessing and (2) password strength estimate algorithms.

LLM 98

LLM Large Language Models ML AI Tools 98

Marktechpost

JUNE 3, 2023

With the introduction of Large Language Models like GPT, BERT, and LLaMA, almost every industry, including healthcare, finance, E-commerce, and media, is making use of these models for tasks like Natural Language Understanding (NLU), Natural Language Generation (NLG), question answering, programming, information retrieval and so on.

Large Language Models 96

Large Language Models BERT Artificial Intelligence Artificial Intelligence 96

Marktechpost

JULY 15, 2023

Machine learning models have been proven to be a powerful tool for solving complex tasks, but training these models has often been manual and time-consuming. However, with the emergence of large language models like GPT-3.5, training machine-learning models can now be automated.

Machine Learning 52

Machine Learning Automation ML Large Language Models 52

Marktechpost

JULY 3, 2023

Additionally, by generating vast amounts of data, Generative AI can be useful in creating practical algorithms that can be used to train decision-making models. User Personalization Generative AI models have the ability to anticipate user preferences. Take Jasper, a powerful Generative AI tool built on GPT-3.

Generative AI 99

Generative AI AI AI Large Language Models 99

Marktechpost

JUNE 12, 2023

Then, the detection task is defined as a binary classification task, where given a text sequence S and a specific language model LM like GPT-4, the goal is to classify whether S is generated by the LM or written by humans. The effectiveness of the algorithms is validated using the five most advanced LLMs on five datasets.

ChatGPT 108

ChatGPT Explainability Algorithm AI Tools 108

Marktechpost

JULY 20, 2023

Addressing this challenge, FlashAttention, an innovative algorithm released just a year ago, gained rapid adoption across various organizations and research labs. This algorithm successfully accelerated attention computation while reducing its memory footprint without sacrificing accuracy or approximating the results.

Natural Language Processing 94

Natural Language Processing Algorithm AI Tools AI Researcher 94

Marktechpost

JULY 15, 2023

To be more precise, we employ similarity search algorithms to build a dynamic prompt that incorporates preexisting reports that are semantically and clinically comparable. Don’t forget to join our 20k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

ChatGPT 52

ChatGPT Large Language Models LLM Neural Network 52

Marktechpost

JULY 16, 2023

A recent study challenges this notion and investigates whether smaller models, despite their reduced size, can compete with the largest models available today. Empowering Smaller Models with I2D2 The primary challenge smaller language models face is their relatively lower generation quality.

Natural Language Processing 79

Natural Language Processing AI Tools Algorithm AI 79

Mlearning.ai

OCTOBER 28, 2023

Image by cottonbro studio on Pexels Generative AI, dating back to the 1950s, evolved from early rule-based systems to models using deep learning algorithms. In the last decade, advancements in hardware and software enabled real-time, high-quality content generation by large-scale generative AI models.

Generative AI 52

Generative AI LLM Prompt Engineer Prompt Engineering 52

Marktechpost

JULY 22, 2023

On the MP3D dataset, the proposed zero-shot approach achieves the highest SPL compared to other state-of-the-art supervised algorithms. All Credit For This Research Goes To the Researchers on This Project. Check out the Paper and Project Page.

Neural Network 94

Neural Network ChatGPT AI Tools Algorithm 94

Marktechpost

JULY 18, 2023

One of the biggest reasons is the computation cost of such algorithms and the resources needed to solve this issue. It can be an extremely expensive solution, especially if someone wants to scale it up, which leads to only a few concentrated organizations having a vivid sense of understanding and real control of such algorithms.

NLP 90

NLP Deep Learning AI Tools Algorithm 90

Marktechpost

AUGUST 1, 2023

SPRING is an LLM-based policy that outperforms Reinforcement Learning algorithms in an interactive environment requiring multi-task planning and reasoning. Don’t forget to join our 22k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

LLM 52

LLM Large Language Models AI Tools ML 52

Marktechpost

JULY 20, 2023

Mojo’s computing performance exceeds that of Python because of its ability to access AI computing hardware directly. It can be 35,000 times faster than Python while executing algorithms like Mandelbrot.

Python 75

Python AI Developer AI Development AI Modeling 75

Marktechpost

JULY 18, 2023

Regardless of the industry they are employed in, artificial intelligence (AI) and machine learning (ML) technologies have always attempted to improve the quality of life for people. One of the major applications of AI in recent times is to design and create agents that can accomplish decision-making tasks across various domains.

AI 52

AI AI Large Language Models AI Tools 52

Marktechpost

JULY 25, 2023

Important aspects of this undertaking This shows that even with limited resources, academics may examine LLM pre-training and develop novel, effective algorithms. In addition to reviewing material from previous optimization courses, researchers extensively used theoretical reasoning throughout the study process.

AI Tools 52

AI Tools LLM Algorithm AI Researcher 52

Marktechpost

JUNE 12, 2023

Large Language Models are rapidly advancing with the huge success of Generative Artificial Intelligence in the past few months. The MeZO algorithm has been particularly designed to optimize Large Language Models with billions of parameters. Check Out The Paper and Github.

Large Language Models 100

Large Language Models Natural Language Processing BERT Artificial Intelligence 100

Marktechpost

JULY 20, 2023

They introduce ImageReward, the first general-purpose text-to-image human preference reward model, trained on 137k pairs of expert comparisons based on real-world user prompts and model outputs. They also recruited annotators with at least college-level education to ensure a consensus in the ratings and rankings of generated images.

Natural Language Processing 69

Natural Language Processing AI AI AI Tools 69

Marktechpost

JUNE 9, 2023

Large Language Models (LLMs) have demonstrated incredible capabilities in recent times. These algorithms are made to maximize the SpQR memory compression advantages. This makes powerful LLMs accessible to consumers without suffering from any performance penalties.

Large Language Models 105

Large Language Models LLM AI Tools Algorithm 105

Marktechpost

JULY 20, 2023

In the future, they want to implement improved sampling algorithms, tournament procedures, and serving systems to accommodate a greater variety of models and supply granular ranks for various tasks. Check out the Project and Notebook.

LLM 40

LLM Chatbots AI Tools Algorithm 40

AI Weekly

OCTOBER 12, 2023

phys.org DeepMind’s ‘remarkable’ new AI controls robots of all kinds One of the big challenges of robotics is the amount of effort that has to be put into training machine learning models for each robot, task, and environment. nature.com Ethics The world's first real AI rules are coming soon. "I'll get more," he added.

Robotics 233

Robotics Large Language Models Deep Learning Artificial Intelligence 233

Viso.ai

FEBRUARY 11, 2024

The developers of Detectron2 are Meta’s Facebook AI Research (FAIR) team, who have stated that “Our goal with Detectron2 is to support the wide range of cutting-edge object detection and segmentation models available today, but also to serve the ever-shifting landscape of cutting-edge research.”

Computer Vision 52

Computer Vision Robotics Deep Learning Large Language Models 52

Marktechpost

JULY 10, 2023

Large datasets of in vitro experiment results for drug combinations may be used to train machine learning algorithms to find trends and forecast the likelihood of synergy for a novel medication pair. Several computational techniques have been created to anticipate medication pair synergy, notably employing machine learning.

Large Language Models 52

Large Language Models LLM Machine Learning Natural Language Processing 52

Marktechpost

JUNE 24, 2023

Large language models, or LLMs in short, have emerged as a groundbreaking advancement in the field of artificial intelligence (AI). These models, such as GPT-3, have completely revolutionalized natural language understanding. Check Out The Blog Article and Github.

LLM 114

LLM Large Language Models Artificial Intelligence Artificial Intelligence 114

ODSC - Open Data Science

FEBRUARY 14, 2023

It is the latest in the research lab’s lineage of large language models using Generative Pre-trained Transformer (GPT) technology. But, like other large language models, it can be amusingly wrong. One of the key features of large language models is their ability to generate human-like text.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

Mlearning.ai

DECEMBER 21, 2023

Interest in previously obscure terms like Generative AI and Large Language Models (LLMs), was unstoppable over the following 12 months. Google Trends for Generative AI and LLMs As usage exploded, so did the expectations. aside, people realised that there are two major limitations of Large Language Models.

Large Language Models 94

Large Language Models LLM OpenAI ChatGPT 94

Marktechpost

JUNE 8, 2023

Though there has been incredible growth in the domain of Generative Artificial intelligence, the current large-scale AI algorithms still need to improve in achieving human-like visual scene understanding. but such an understanding has yet to be achieved by AI. CWM comprises two key components.

Computer Vision 105

Computer Vision Neural Network Large Language Models Artificial Intelligence 105

Marktechpost

JULY 19, 2023

Symbol-tuned models only include natural language data rather than numerical and algorithmic data. This makes these models perform better at algorithmic reasoning tasks. On average, symbol tuning yields +11.1% improved performance across eleven evaluation tasks for Flan-cont-PaLM-62B.

AI Tools 97

AI Tools Algorithm AI AI 97

Unite.AI

NOVEMBER 16, 2023

While attending the University of Pennsylvania you did some AI research, what were you researching specifically? Our research originally focused on building applications of LLMs. It means creating awesome AI tooling and putting it into people’s hands. I was glad to discover that. To us, this means building.

LLM 147

LLM NLP Artificial Intelligence Artificial Intelligence 147

Marktechpost

JULY 8, 2023

The representation learning skills of large language models (LLMs) for program synthesis and understanding tasks are extraordinary. While improving performance with increased scale is appealing, training even a modest number of models for various tasks is prohibitively expensive. CodeGen2.5

Large Language Models 61

Large Language Models LLM Python AI Tools 61