Unite.AI

DECEMBER 4, 2023

GPT 3 and similar Large Language Models (LLM) , such as BERT , famous for its bidirectional context understanding, T-5 with its text-to-text approach, and XLNet , which combines autoregressive and autoencoding models, have all played pivotal roles in transforming the Natural Language Processing (NLP) paradigm.

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Large Language Models BERT Neural Network Natural Language Processing 217

ODSC - Open Data Science

JUNE 9, 2023

Once a set of word vectors has been learned, they can be used in various natural language processing (NLP) tasks such as text classification, language translation, and question answering. This allows BERT to learn a deeper sense of the context in which words appear. or ChatGPT (2022) ChatGPT is also known as GPT-3.5

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Natural Language Processing ChatGPT Generative AI BERT 52

AssemblyAI

MAY 3, 2023

The core process is a general technique known as self-supervised learning , a learning paradigm that leverages the inherent structure of the data itself to generate labels for training. This concept is not exclusive to natural language processing, and has also been employed in other domains.

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Large Language Models Neural Network LLM ChatGPT 363

Topbots

APRIL 11, 2023

In the rapidly evolving field of artificial intelligence, natural language processing has become a focal point for researchers and developers alike. We’ll start with a seminal BERT model from 2018 and finish with this year’s latest breakthroughs like LLaMA by Meta AI and GPT-4 by OpenAI. billion word corpus).

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NLP BERT Large Language Models Natural Language Processing 98

Unite.AI

SEPTEMBER 25, 2023

However, as technology advanced, so did the complexity and capabilities of AI music generators, paving the way for deep learning and Natural Language Processing (NLP) to play pivotal roles in this tech. Initially, the attempts were simple and intuitive, with basic algorithms creating monotonous tunes.

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Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. Systems like ChatGPT by OpenAI, BERT, and T5 have enabled breakthroughs in human-AI communication.

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Auto-complete ChatGPT Large Language Models Neural Network 240

Marktechpost

DECEMBER 5, 2023

Large Language Models (LLMs), like GPT, PaLM, LLaMA, etc., Their ability to utilize the strength of Natural Language Processing, Generation, and Understanding by generating content, answering questions, summarizing text, and so on have made LLMs the talk of the town in the last few months.

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BERT Large Language Models Neural Network Natural Language Processing 132

Marktechpost

JULY 4, 2023

Natural language processing (NLP) activities, including speech-to-text, sentiment analysis, text summarization, spell-checking, token categorization, etc., rely on Language Models as their foundation. Unigrams, N-grams, exponential, and neural networks are valid forms for the Language Model.

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Large Language Models BERT Natural Language Processing Categorization 103

IBM Journey to AI blog

FEBRUARY 13, 2024

They are now capable of natural language processing ( NLP ), grasping context and exhibiting elements of creativity. Innovators who want a custom AI can pick a “foundation model” like OpenAI’s GPT-3 or BERT and feed it their data.

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Generative AI AI AI Chatbots 343

Towards AI

JANUARY 7, 2025

Well do so in three levels: first, by manually adding a classification head in PyTorch* and training the model so you can see the full process; second, by using the Hugging Face* Transformers library to streamline the process; and third, by leveraging PyTorch Lightning* and accelerators to optimize training performance.

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BERT NLP Natural Language Processing Computer Vision 98

Marktechpost

APRIL 25, 2024

They use deep learning techniques to process and produce language in a contextually relevant manner. The development of LLMs, such as OpenAI’s GPT series, Google’s Gemini, Anthropic AI’s Claude, and Meta’s Llama models, marks a significant advancement in natural language processing.

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Large Language Models LLM Neural Network Natural Language Processing 128

Marktechpost

MAY 8, 2024

Existing research in large language models (LLMs) includes foundational frameworks like GPT-3 by OpenAI and BERT by Google, utilizing traditional Transformer architectures. Traditional models often require substantial resources, which hinders practical application and scalability. Check out the Paper and Github.

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Large Language Models Natural Language Processing BERT AI 110

Flipboard

JULY 4, 2023

Famous LLMs like GPT, BERT, PaLM, and LLaMa are revolutionizing the AI industry by imitating humans. The well-known chatbot called ChatGPT, based on GPT architecture and developed by OpenAI, imitates humans by generating accurate and creative content, answering questions, summarizing massive textual paragraphs, and language translation.

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Large Language Models Machine Learning Natural Language Processing BERT 139

Artificial Corner

JULY 30, 2023

Photo by Shubham Dhage on Unsplash Introduction Large language Models (LLMs) are a subset of Deep Learning. Image by YouTube video “Introduction to large language models” on YouTube Channel “Google Cloud Tech” What are Large Language Models? Natural Language Processing (NLP) is a subfield of artificial intelligence.

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Large Language Models LLM Natural Language Processing Deep Learning 98

AWS Machine Learning Blog

NOVEMBER 22, 2023

With eight Qualcomm AI 100 Standard accelerators and 128 GiB of total accelerator memory, customers can also use DL2q instances to run popular generative AI applications, such as content generation, text summarization, and virtual assistants, as well as classic AI applications for natural language processing and computer vision.

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BERT Deep Learning Python Auto-classification 124

Artificial Corner

JUNE 18, 2023

ChatGPT released by OpenAI is a versatile Natural Language Processing (NLP) system that comprehends the conversation context to provide relevant responses. Although little is known about construction of this model, it has become popular due to its quality in solving natural language tasks.

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ChatGPT Natural Language Processing BERT NLP 105

Unite.AI

FEBRUARY 23, 2024

The journey continues with “NLP and Deep Learning,” diving into the essentials of Natural Language Processing , deep learning's role in NLP, and foundational concepts of neural networks. Expert Creators : Developed by renowned professionals from OpenAI and DeepLearning.AI.

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Prompt Engineering Prompt Engineer Large Language Models ChatGPT 272

Marktechpost

MAY 13, 2024

The study demonstrated the effectiveness of this new method by applying it to several well-known models, including variations of Google’s BERT and OpenAI’s GPT series. This research improves the efficacy and reliability of language models, paving the way for more reliable and effective natural language processing tools.

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Automation Computational Linguistics Large Language Models Natural Language Processing 106

AWS Machine Learning Blog

FEBRUARY 6, 2024

Transformers, BERT, and GPT The transformer architecture is a neural network architecture that is used for natural language processing (NLP) tasks. BERT can be fine-tuned for a variety of NLP tasks, including question answering, natural language inference, and sentiment analysis.

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Large Language Models BERT NLP Data Scientist 118

Unite.AI

OCTOBER 22, 2024

AI models like neural networks , used in applications like Natural Language Processing (NLP) and computer vision , are notorious for their high computational demands. Models like GPT and BERT involve millions to billions of parameters, leading to significant processing time and energy consumption during training and inference.

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Neural Network Convolutional Neural Networks Deep Learning Natural Language Processing 147

Marktechpost

JANUARY 15, 2025

These limitations are particularly significant in fields like medical imaging, autonomous driving, and natural language processing, where understanding complex patterns is essential. This approach is not only time-consuming but can also miss subtle patterns in the data. What is Deep Learning?

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Deep Learning Neural Network Convolutional Neural Networks Natural Language Processing 85

AssemblyAI

SEPTEMBER 18, 2023

Original natural language processing (NLP) models were limited in their understanding of language. GPT-4 GPT-4 is OpenAI's latest (and largest) model. BERT BERT stands for Bidirectional Encoder Representations from Transformers, and it's a large language model by Google.

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Large Language Models BERT Auto-complete LLM 130

Marktechpost

JULY 3, 2023

With the release of the latest chatbot developed by OpenAI called ChatGPT, the field of AI has taken over the world as ChatGPT, due to its GPT’s transformer architecture, is always in the headlines. It is a potent model for comprehending and processing natural language with 340 million parameters.

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Large Language Models Natural Language Processing LLM BERT 98

John Snow Labs

JUNE 27, 2023

Are you curious about the groundbreaking advancements in Natural Language Processing (NLP)? Prepare to be amazed as we delve into the world of Large Language Models (LLMs) – the driving force behind NLP’s remarkable progress. and GPT-4, marked a significant advancement in the field of large language models.

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Large Language Models BERT Natural Language Processing NLP 52

Flipboard

MARCH 27, 2023

Project Structure Accelerating Convolutional Neural Networks Parsing Command Line Arguments and Running a Model Evaluating Convolutional Neural Networks Accelerating Vision Transformers Evaluating Vision Transformers Accelerating BERT Evaluating BERT Miscellaneous Summary Citation Information What’s New in PyTorch 2.0?

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Neural Network Convolutional Neural Networks BERT Deep Learning 158

Unite.AI

NOVEMBER 20, 2023

Applications & Impact Meta's Llama is compared to other prominent LLMs, such as BERT and GPT-3. It has been found to outperform them on many external benchmarks, such as QA datasets like Natural Questions and QuAC. Its ability to be self-hosted and modified provides more control over data and models for privacy-focused use cases.

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Large Language Models BERT Chatbots LLM 173

Marktechpost

JULY 5, 2023

ChatGPT, the latest chatbot developed by OpenAI, has been in the headlines ever since its release. translates languages, summarizes long textual paragraphs while retaining the important key points, and even generates code samples.

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Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 107

Towards AI

APRIL 12, 2023

Soon to be followed by large general language models like BERT (Bidirectional Encoder Representations from Transformers). In hindsight, these companies might have been too early in their evolution, as they missed the boat by being early on what groundbreaking advances OpenAI brought to the world.

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LLM BERT NLP OpenAI 97

Unite.AI

FEBRUARY 12, 2024

Large language models (LLMs) have captivated the AI community in recent years, spearheading breakthroughs in natural language processing. Commercial entities like Anthropic, DeepMind, and OpenAI develop them internally. Leading examples include Anthropic’s ConstitutionalAI, Meta's LLaMA, and EleutherAI's GPT-NeoX.

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LLM Large Language Models OpenAI Natural Language Processing 130

Snorkel AI

MARCH 1, 2023

This process results in generalized models capable of a wide variety of tasks, such as image classification, natural language processing, and question-answering, with remarkable accuracy. BERT proved useful in several ways, including quantifying sentiment and predicting the words likely to follow in unfinished sentences.

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BERT Natural Language Processing Large Language Models Neural Network 83

NVIDIA

FEBRUARY 11, 2025

That work inspired researchers who created BERT and other large language models , making 2018 a watershed moment for natural language processing, a report on AI said at the end of that year. In 2020, researchers at OpenAI announced another landmark transformer, GPT-3.

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Neural Network Large Language Models Robotics BERT 55

Marktechpost

JUNE 12, 2023

These models are contributing to some remarkable economic and societal transformations, the best example of which is the well-known ChatGPT developed by OpenAI, which has had millions of users ever since its release, with the number increasing exponentially, if not the same. Other LLMs, like PaLM, Chinchilla, BERT, etc.,

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Large Language Models Natural Language Processing BERT Artificial Intelligence 103

Mlearning.ai

JUNE 14, 2023

Learning LLMs (Foundational Models) Base Knowledge / Concepts: What is AI, ML and NLP Introduction to ML and AI — MFML Part 1 — YouTube What is NLP (Natural Language Processing)? — YouTube YouTube Introduction to Natural Language Processing (NLP) NLP 2012 Dan Jurafsky and Chris Manning (1.1)

Neural Network 52

Neural Network BERT Large Language Models Natural Language Processing 52

ODSC - Open Data Science

FEBRUARY 14, 2023

Since its release on November 30, 2022 by OpenAI , the ChatGPT public demo has taken the world by storm. It is the latest in the research lab’s lineage of large language models using Generative Pre-trained Transformer (GPT) technology. ChatGPT is a next-generation language model (referred to as GPT-3.5)

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ChatGPT Large Language Models OpenAI Conversational AI 124

Marktechpost

JULY 19, 2023

Examples of text-only LLMs include GPT-3 , BERT , RoBERTa , etc. Why is there a need for Multimodal Language Models The text-only LLMs like GPT-3 and BERT have a wide range of applications, such as writing articles, composing emails, and coding.

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Artificial Intelligence Artificial Intelligence Large Language Models Robotics 98

Marktechpost

JULY 19, 2023

Large Language Models (LLMs) are becoming popular with every new update and new releases. LLMs like BERT, GPT, and PaLM have shown tremendous capabilities in the field of Natural Language Processing and Natural Language Understanding.

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ChatGPT Large Language Models Natural Language Processing BERT 76

Viso.ai

MARCH 20, 2024

Models like GPT 4, BERT, DALL-E 3, CLIP, Sora, etc., Throughout, you’ll gain the following insights: Definition and Scope of Foundation Models How Do Foundation Models Undergo Training And Fine-Tuning Processes? Use Cases for Foundation Models Applications in Pre-trained Language Models like GPT, BERT, Claude, etc.

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AI Developer AI Development Computer Vision BERT 52