Flipboard

JULY 4, 2023

Large Language Models have shown immense growth and advancements in recent times. The field of Artificial Intelligence is booming with every new release of these models. Famous LLMs like GPT, BERT, PaLM, and LLaMa are revolutionizing the AI industry by imitating humans.

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Large Language Models Machine Learning Natural Language Processing BERT 126

Marktechpost

JANUARY 10, 2024

BERT is a language model which was released by Google in 2018. It is based on the transformer architecture and is known for its significant improvement over previous state-of-the-art models. BERT-Base reached an average GLUE score of 83.2% hours taken by BERT-Large. hours compared to 23.35

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BERT Large Language Models Natural Language Processing NLP 119

Heartbeat

JANUARY 9, 2024

Large language models have emerged as ground-breaking technologies with revolutionary potential in the fast-developing fields of artificial intelligence (AI) and natural language processing (NLP). These LLMs are artificial intelligence (AI) systems trained using large data sets, including text and code.

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Large Language Models Natural Language Processing LLM Machine Learning 52

Marktechpost

JULY 16, 2023

Large Language Models have taken the Artificial Intelligence community by storm. The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. All Credit For This Research Goes To the Researchers on This Project.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 78

Marktechpost

JANUARY 12, 2024

At the same time, Llama and other large language models have emerged and are revolutionizing NLP with their exceptional text understanding, generation, and generalization capabilities. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

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Large Language Models Chatbots BERT NLP 123

Marktechpost

SEPTEMBER 17, 2023

Large language models (LLMs) built on transformers, including ChatGPT and GPT-4, have demonstrated amazing natural language processing abilities. The creation of transformer-based NLP models has sparked advancements in designing and using transformer-based models in computer vision and other modalities.

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Large Language Models Natural Language Processing Computer Vision BERT 131

Marktechpost

JULY 29, 2023

Almost all natural language tasks, including translation and reasoning, have seen notable advances in the performance of well-known models like GPT 3.5, GPT 4, BERT, PaLM, etc. A number of benchmarks are used to access and evaluate these developments in the field of Artificial Intelligence.

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Large Language Models BERT Natural Language Processing Artificial Intelligence 89

Marktechpost

AUGUST 7, 2023

It has been able to successfully improve the performance of various NLP tasks, such as sentiment analysis, question answering, natural language inference, named entity recognition, and textual similarity. Models like GPT, BERT, and PaLM are getting popular for all the good reasons.

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BERT NLP Natural Language Processing Large Language Models 97

Marktechpost

JULY 5, 2023

Thanks to artificial intelligence’s ongoing growth and development, large-scale language models are now widely available. Models like ChatGPT, GPT4, LLaMA, Falcon, Vicuna, and ChatGLM have shown outstanding performance in various traditional tasks, opening up a world of opportunity for the legal profession.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 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.

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Machine Learning Large Language Models LLM BERT 294

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 96

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

JUNE 19, 2023

Large Language Models have shown remarkable performance in a massive range of tasks. From producing unique and creative content and questioning answers to translating languages and summarizing textual paragraphs, LLMs have been successful in imitating humans. Check Out The Paper , Project, and Github.

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Large Language Models LLM BERT AI Tools 117

John Snow Labs

MAY 8, 2024

Pathology, an aspect of diagnosis is undergoing significant changes, with the emergence of Large Language Models (LLMs). Propelled by advancements in intelligence (AI) and machine learning (ML) LLMs are reshaping the way we analyze and interpret the intricate datasets found in pathology.

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Large Language Models Automation NLP Machine Learning 40

Marktechpost

JULY 3, 2023

Artificial Intelligence has limitless possibilities, which is truly evident from the new releases and developments it introduces everyone to. From deep learning, Natural Language Processing (NLP), and Natural Language Understanding (NLU) to Computer Vision, AI is propelling everyone into a future with endless innovations.

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Large Language Models Natural Language Processing LLM BERT 97

Marktechpost

JULY 19, 2023

Large language models (LLMs) are computer models capable of analyzing and generating text. Examples of text-only LLMs include GPT-3 , BERT , RoBERTa , etc. This allows the models to generate responses incorporating information from multiple modalities, leading to more accurate and contextual outputs.

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Artificial Intelligence Artificial Intelligence Large Language Models Robotics 95

Marktechpost

JANUARY 3, 2024

Using methods like approximate closest neighbor search, text embeddings in information retrieval (IR) effectively retrieve a small group of candidate documents from a large corpus at the first retrieval stage. These techniques, however, are unable to capture the rich contextual information included in real language fully.

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Artificial Intelligence Artificial Intelligence Large Language Models BERT 92

Marktechpost

MAY 29, 2024

Large language models (LLMs) like chatGPT have garnered attention in natural language processing, particularly in Q&A tasks. BERT was utilized for pre-training on question subjects, bodies, and answers, along with cross-attention mechanisms, capturing comprehensive semantic information and interactive features.

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Large Language Models BERT Natural Language Processing LLM 80

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. Examples of LLMs include GPT-3 (Generative Pre-trained Transformer 3) and BERT (Bidirectional Encoder Representations from Transformers).

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Large Language Models Deep Learning Natural Language Processing BERT 65

Marktechpost

MAY 3, 2024

Natural Language Processing (NLP) is integral to artificial intelligence, enabling seamless communication between humans and computers. Researchers from East China University of Science and Technology and Peking University have surveyed the integrated retrieval-augmented approaches to language models.

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Natural Language Processing Large Language Models Categorization BERT 118

Marktechpost

MARCH 28, 2024

The significant computational demands of large language models (LLMs) have hindered their adoption across various sectors. This hindrance has shifted attention towards compression techniques designed to reduce the model size and computational needs without major performance trade-offs.

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BERT Large Language Models Natural Language Processing Machine Learning 60

Unite.AI

JULY 11, 2023

The Artificial Intelligence (AI) ecosystem has evolved rapidly in the last five years, with Generative AI (GAI) leading this evolution. What is Generative Artificial Intelligence, how it works, what its applications are, and how it differs from standard machine learning (ML) techniques. billion in 2023.

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Generative AI BERT Natural Language Processing Large Language Models 189

Marktechpost

JULY 1, 2023

Large Language Models (LLMs) have proven to be really effective in the fields of Natural Language Processing (NLP) and Natural Language Understanding (NLU). Famous LLMs like GPT, BERT, PaLM, etc., Being trained on massive amounts of datasets, these LLMs capture a vast amount of knowledge.

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Large Language Models Natural Language Processing BERT AI Tools 103

Heartbeat

MAY 29, 2023

LLMs are one of the most exciting advancements in natural language processing (NLP). This technique is commonly used in neural network-based models such as BERT, where it helps to handle out-of-vocabulary words. The ML process is cyclical — find a workflow that matches.

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Large Language Models Machine Learning LLM Natural Language Processing 78

Marktechpost

JUNE 4, 2023

GPT 4, the latest version of language models released by OpenAI, is multimodal in nature, i.e., it takes in input in the form of text and images, unlike the previous versions. 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.

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Large Language Models AI Researcher AI Research BERT 103

Unite.AI

APRIL 25, 2024

Recent innovations include the integration and deployment of Large Language Models (LLMs), which have revolutionized various industries by unlocking new possibilities. More recently, LLM-based intelligent agents have shown remarkable capabilities, achieving human-like performance on a broad range of tasks. Let's dive in.

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LLM Large Language Models Software Development BERT 200

Heartbeat

AUGUST 2, 2023

Introduction to LLMs LLM in the sphere of AI Large language models (often abbreviated as LLMs) refer to a type of artificial intelligence (AI) model typically based on deep learning architectures known as transformers. The end goal of such a model is to understand and be able to generate human-like text.

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Large Language Models Prompt Engineer Prompt Engineering OpenAI 52

Marktechpost

AUGUST 1, 2023

GPT 4, the latest version of language models released by OpenAI, is multimodal in nature, i.e., it takes in input in the form of text and images, unlike the previous versions. Early computational errors might spread and result in severe compounding errors in later steps, preventing the models from arriving at the right solution.

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Large Language Models AI Researcher AI Research BERT 65

Marktechpost

NOVEMBER 10, 2023

” This method leverages ChatGPT, a large language model, to generate auxiliary samples for few-shot text classification tasks. The method addresses the challenge of few-shot learning, where a model trained on a source domain with limited data is expected to generalize to a target domain with only a few examples.

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BERT ChatGPT Large Language Models NLP 121

AWS Machine Learning Blog

NOVEMBER 30, 2023

It also integrates with Machine Learning and Operation (MLOps) workflows in Amazon SageMaker to automate and scale the ML lifecycle. About the authors Ram Vegiraju is a ML Architect with the SageMaker Service team. He focuses on helping customers build and optimize their AI/ML solutions on Amazon SageMaker. What is FMEval?

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Large Language Models LLM Algorithm Responsible AI 83

Marktechpost

MAY 10, 2024

Moreover, hybrid models such as BERT and T5 combine various architectural strengths, enhancing language models’ efficiency and capability in understanding and generating nuanced text. Check out the Paper. All credit for this research goes to the researchers of this project.

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Large Language Models Auto-complete BERT Machine Learning 122

Marktechpost

AUGUST 3, 2023

Also, the limited number of available music-language datasets poses a challenge. With the scarcity of datasets, training a music captioning model successfully doesn’t remain easy. Large language models (LLMs) could be a potential solution for music caption generation. They opted for the powerful GPT-3.5

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Data Scarcity Large Language Models BERT Natural Language Processing 52

Flipboard

FEBRUARY 16, 2023

In order to bring down training time from weeks to days, or days to hours, and distribute a large model’s training job, we can use an EC2 Trn1 UltraCluster, which consists of densely packed, co-located racks of Trn1 compute instances all interconnected by non-blocking petabyte scale networking. run_dp_bert_large_hf_pretrain_bf16_s128.sh"

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Large Language Models LLM BERT Deep Learning 106

Marktechpost

MAY 8, 2024

Language models are pivotal in advancing artificial intelligence (AI), enhancing how machines process and generate human-like text. As these models become increasingly complex, they leverage expansive data volumes and sophisticated architectures to optimize performance and efficiency.

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Large Language Models Natural Language Processing BERT AI 89

Marktechpost

JULY 19, 2023

Large Language Models have shown remarkable performance in a massive range of tasks. From producing unique and creative content and questioning answers to translating languages and summarizing textual paragraphs, LLMs have been successful in imitating humans. Check Out The Paper , Project, and Github.

Large Language Models 40

Large Language Models LLM BERT AI Tools 40

Marktechpost

MAY 28, 2024

DAGER outperforms previous attacks in speed, scalability, and reconstruction quality, recovering batches up to size 128 on large language models like GPT-2, LLaMa-2, and BERT. DAGER achieved near-perfect sequence reconstructions, significantly surpassing baselines in decoder- and encoder-based models.

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Algorithm BERT Large Language Models ML 99

Marktechpost

MAY 7, 2024

While specified entity types limit the effectiveness of traditional NER models, they also restrict their adaptability to new or diverse datasets. On the other hand, ChatGPT and other Large Language Models (LLMs) provide greater flexibility in entity recognition by allowing the extraction of arbitrary entities from plain language instructions.

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AI Modeling Large Language Models Natural Language Processing BERT 114