Flipboard

JULY 10, 2023

LLMs stands for Large Language Models. These are advanced machine learning models that are trained to comprehend massive volumes of text data and generate natural language. LLMs are trained on massive amounts of data, often billions of words, to develop a broad understanding of language.

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Marktechpost

SEPTEMBER 26, 2023

Large language models (LLMs) have made tremendous strides in the last several months, crushing state-of-the-art benchmarks in many different areas. There has been a meteoric rise in people using and researching Large Language Models (LLMs), particularly in Natural Language Processing (NLP).

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AI Weekly

APRIL 11, 2024

The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. techcrunch.com Applied use cases Can AI Find Its Way Into Accounts Payable? Generative AI is igniting a new era of innovation within the back office.

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Robotics Large Language Models Artificial Intelligence Artificial Intelligence 211

Marktechpost

JULY 13, 2023

Natural Language Processing, one of the primary subfields of Artificial Intelligence, is advancing at an extraordinary pace. With its ability to enable a computer to understand human language the way it is spoken and written, NLP has a number of use cases. OpenELM version 0.9 Check out the Paper, Blog , and Github Link.

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AI Weekly

DECEMBER 14, 2023

Powered by superai.com In the News 20 Best AI Chatbots in 2024 Generative AI chatbots are a major step forward in conversational AI. These chatbots are powered by large language models (LLMs) that can generate human-quality text, translate languages, write creative content, and provide informative answers to your questions.

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AI Chatbots Chatbots Robotics Large Language Models 216

Marktechpost

OCTOBER 17, 2023

ProGen’s underlying methodology involves a next-token prediction mechanism similar to the predictive algorithms utilized in natural language processing. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter. We are also on WhatsApp.

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Artificial Intelligence Artificial Intelligence AI Researcher AI Research 89

Flipboard

APRIL 8, 2023

But for a snapshot of the entire set of findings, below are 10 charts capturing essential trends in AI today. Large language models don’t come cheap While the power of large language models, like ChatGPT , has increased dramatically, the price of training such models has increased dramatically as well.

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Marktechpost

DECEMBER 12, 2023

Large Language Models (LLMs) like ChatGPT have revolutionized natural language processing, showcasing their prowess in various language-related tasks. However, these models grapple with a critical issue – the auto-regressive decoding process, wherein each token requires a full forward pass.

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Machine Learning LLM Natural Language Processing Large Language Models 109

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.

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Marktechpost

JUNE 8, 2024

Machine translation, a critical area within natural language processing (NLP), focuses on developing algorithms to automatically translate text from one language to another. This technology is essential for breaking down language barriers and facilitating global communication.

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Topbots

APRIL 29, 2024

Simple next-token generation, the foundational technique of large language models (LLMs), is usually insufficient for tackling complex reasoning tasks. To address this limitation, various research teams have explored innovative methodologies aimed at enhancing the reasoning capabilities of LLMs.

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LLM Large Language Models Natural Language Processing AI Researcher 59

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. Since SGD doesn’t maintain intermediate stages, we can delete the whole portion of optimizer states.

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Large Language Models Natural Language Processing AI Tools AI 102

Marktechpost

JANUARY 18, 2024

Artificial Intelligence (AI) has made significant strides in the past few years with the advancements in Deep Learning (DL) and the advent of Large Language Models (LLMs). Many powerful applications have been developed that are capable of processing enormous amounts of data. What are GPU Clusters?

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Neural Network Deep Learning Natural Language Processing Computer Vision 117

NYU Center for Data Science

DECEMBER 12, 2023

In an era where algorithms determine everything from creditworthiness to carceral sentencing, the imperative for responsible innovation has never been more urgent. The Center for Responsible AI (NYU R/AI) is leading this charge by embedding ethical considerations into the fabric of artificial intelligence research and development.

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Topbots

OCTOBER 4, 2023

Generated with Bing and edited with Photoshop Predictive AI has been driving companies’ ROI for decades through advanced recommendation algorithms, risk assessment models, and fraud detection tools. However, the recent surge in generative AI has made it the new hot topic. a social media post or product description).

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Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

Marktechpost

JULY 19, 2023

Large language models (LLMs) are computer models capable of analyzing and generating text. Source: [link] Microsoft: Kosmos-1 Kosmos-1 is a Multimodal Large Language Model (MLLM) that can perceive different modalities, learn in context (few-shot), and follow instructions (zero-shot).

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Artificial Intelligence Artificial Intelligence Large Language Models Robotics 98

Towards AI

FEBRUARY 15, 2023

Last Updated on February 15, 2023 by Editorial Team What happened this week in AI by Louis This week was rather chaotic in the world of large language models (LLMs) and “Generative AI” as large tech companies scrambled to display their technology in the wake of ChatGPT’s success.

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Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 90

Marktechpost

AUGUST 12, 2023

Human evaluation has been used to evaluate the performance of natural language processing models and algorithms for denoting text quality. For the evaluation by the large-scale language model, they input the questionnaire as a prompt and obtain the output by the large-scale language model.

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LLM Large Language Models Natural Language Processing ChatGPT 92

Marktechpost

JULY 27, 2023

In recent years, there have been significant breakthroughs in the field of Deep Learning, particularly in the popular sub-fields of Artificial Intelligence, including Natural Language Processing (NLP), Natural Language Understanding (NLU) and Computer Vision (CV).

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Natural Language Processing Robotics Computer Vision Large Language Models 98

Marktechpost

JULY 16, 2023

The rapid advancements in language models have been primarily attributed to their massive scale, enabling mind-blowing capabilities in various natural language processing tasks. However, a thought-provoking question arises: is scale the only determinant of model performance?

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Marktechpost

JUNE 10, 2024

Natural language processing (NLP) involves using algorithms to understand and generate human language. This field covers language translation, sentiment analysis, and language generation, providing essential tools for technological advancements and human-computer interaction.

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Large Language Models NLP Natural Language Processing Artificial Intelligence 99

Marktechpost

JULY 20, 2023

In the past year, natural language processing has seen remarkable advancements with the emergence of language models equipped with significantly longer contexts. As applications such as long document querying and story writing continue to grow, the need for language models with extended context becomes evident.

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Marktechpost

JULY 15, 2023

It’s been a focal point of Natural Language Processing (NLP) research for quite some time. Positive outcomes were communicated by introducing neural networks and deep learning techniques, particularly sequence-to-sequence models using encoder-decoder architectures for summary generation. Check out the Paper.

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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. All Credit For This Research Goes To the Researchers on This Project.

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AI Tools Deep Learning Natural Language Processing Computer Vision 52

Allen AI

AUGUST 7, 2023

It all started when I attended a summer school on Natural Language Processing in my third (junior) year of college in India (15 years ago!). I had not heard of NLP before then and was fascinated by the idea of applying algorithms to process human languages. This makes it a unique place to do AI research.

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NLP Natural Language Processing Large Language Models Machine Learning 52

IBM Journey to AI blog

APRIL 18, 2024

AI systems like LaMDA and GPT-3 excel at generating human-quality text, accomplishing specific tasks, translating languages as needed, and creating different kinds of creative content. LLMs like ChatGPT are trained on massive amounts of text data, allowing them to recognize patterns and statistical relationships within language.

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ODSC - Open Data Science

MARCH 12, 2024

With large language models and generative AI reshaping the digital landscape, what isn’t talked about enough is how these technologies have also revolutionized and significantly shifted the landscape of hardware requirements. But to do this effectively, they are now consuming more energy than ever before.

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Generative AI Responsible AI Data Science AI 52

Marktechpost

JULY 20, 2023

Addressing these challenges requires more than just improving model architecture and pre-training data. One approach explored in natural language processing is reinforcement learning from human feedback, where a reward model is created through expert-annotated comparisons to guide the model toward human preferences and values.

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Natural Language Processing AI AI AI Tools 68

Marktechpost

JUNE 12, 2023

Large Language Models are rapidly advancing with the huge success of Generative Artificial Intelligence in the past few months. This chatbot, based on Natural Language Processing (NLP) and Natural Language Understanding (NLU), allows users to generate meaningful text just like humans.

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Large Language Models Natural Language Processing BERT Artificial Intelligence 100

Topbots

DECEMBER 5, 2023

Top 10 AI Research Papers 2023 1. Sparks of AGI by Microsoft Summary In this research paper, a team from Microsoft Research analyzes an early version of OpenAI’s GPT-4, which was still under active development at the time. Sign up for more AI research updates. Enjoy this article?

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AI Researcher AI Research Natural Language Processing Neural Network 111

Bugra Akyildiz

MAY 12, 2024

Certain characteristics in the loss curve may help predict when a model is transitioning from memorization to generalization. DeepSpeed-FastGen is a system developed by Microsoft to revolutionize the deployment and serving of large language models (LLMs). Accompanying paper can be found in here.

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Neural Network Large Language Models Python Machine Learning 59

Marktechpost

MARCH 4, 2024

Efficiency of Large Language Models (LLMs) is a focal point for researchers in AI. A groundbreaking study by Qualcomm AI Research introduces a method known as GPTVQ, which leverages vector quantization (VQ) to enhance the size-accuracy trade-off in neural network quantization significantly.

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Machine Learning AI Researcher AI Research Large Language Models 122

Topbots

AUGUST 31, 2023

With the rush to adopt generative AI to stay competitive, many businesses are overlooking key risks associated with LLM-driven applications. This data is then used to fine-tune the model, and unsuspecting legitimate user B is subsequently exposed to this sensitive information when interacting with the LLM. Enjoy this article?

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Large Language Models LLM Chatbots Natural Language Processing 80

Topbots

JANUARY 30, 2023

400k AI-related online texts since 2021) Disclaimer: This article was written without the support of ChatGPT. In the last couple of years, Large Language Models (LLMs) such as ChatGPT, T5 and LaMDA have developed amazing skills to produce human language. Faithful Reasoning Using Large Language Models.

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Large Language Models LLM Computational Linguistics Natural Language Processing 52

Heartbeat

OCTOBER 12, 2023

Large language models have been game-changers in artificial intelligence, but the world is much more than just text. These language models are breaking boundaries, venturing into a new era of AI — Multi-Modal Learning. However, the influence of large language models extends beyond text alone.

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Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 59

Marktechpost

JANUARY 17, 2024

The field of natural language processing has been transformed by the advent of Large Language Models (LLMs), which provide a wide range of capabilities, from simple text generation to sophisticated problem-solving and conversational AI. Check out the Paper.

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BAIR

MARCH 11, 2024

graduates have each expanded the frontiers of AI research and are now ready to embark on new adventures in academia, industry, and beyond. These fantastic individuals bring with them a wealth of knowledge, fresh ideas, and a drive to continue contributing to the advancement of AI.

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