John Snow Labs

JUNE 27, 2023

Instead of navigating complex menus or waiting on hold, they can engage in a conversation with a chatbot powered by an LLM. The LLM analyzes the customer’s query, processes the natural language input, and generates a contextual response in real-time.

Large Language Models 52

Large Language Models BERT Natural Language Processing NLP 52

Marktechpost

JULY 16, 2023

The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. It integrates with the Hugging Face’s Transformers, OpenAI API, and Langchain. Their recent impact has helped contribute to a wide range of industries like healthcare, finance, education, entertainment, etc.

Large Language Models 97

Large Language Models LLM Artificial Intelligence Artificial Intelligence 97

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.

LLM 77

LLM BERT NLP OpenAI 77

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.

Large Language Models 217

Large Language Models BERT Neural Network Natural Language Processing 217

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 advancement is crucial as LLMs are increasingly used in various applications, from automated writing aids to sophisticated conversational agents.

Automation 108

Automation Computational Linguistics Large Language Models Natural Language Processing 108

John Snow Labs

AUGUST 29, 2023

It’s a well-established principle: any LLM, whether open-source or proprietary, isn’t dependable without a RAG. with: New OpenAI Whisper, Embeddings and Completions! Anticipate swifter inferences, seamless optimizations, and quantization for exporting LLM models. BERT, XLNet, RoBERTa) under the same model setting.

NLP 52

NLP OpenAI BERT LLM 52

Mlearning.ai

JUNE 14, 2023

Learning Large Language Models The LLM (Foundational Models) space has seen tremendous and rapid growth. I used this foolproof method of consuming the right information and ended up publishing books , artworks , Podcasts and even an LLM powered consumer facing app ranked #40 on the app store. YouTube BERT Research — Ep.

Neural Network 52

Neural Network Large Language Models BERT Natural Language Processing 52

Marktechpost

APRIL 6, 2024

With its distinctive linguistic structure and deep cultural context, Korean has often posed a challenge for conventional English-based LLMs, prompting a shift toward more inclusive and culturally aware AI research and development. Codex further explores the integration of code generation within LLMs.

Large Language Models 120

Large Language Models BERT LLM OpenAI 120

Analytics Vidhya

APRIL 15, 2024

RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers.

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Large Language Models LLM BERT OpenAI 315

Marktechpost

APRIL 6, 2024

Transformers have transformed the field of NLP over the last few years, with LLMs like OpenAI’s GPT series, BERT, and Claude Series, etc. Let’s delve into the role of transformers in NLP and elucidate the process of training LLMs using this innovative architecture.

Large Language Models 122

Large Language Models NLP Convolutional Neural Networks Neural Network 122

Marktechpost

JULY 24, 2023

Large Language Models (LLMs) have successfully proven to be the best innovation in the field of Artificial Intelligence. From BERT, PaLM, and GPT to LLaMa DALL-E, these models have shown incredible performance in understanding and generating language for the purpose of imitating humans. Check out the Paper.

Large Language Models 98

Large Language Models LLM BERT Artificial Intelligence 98

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. One of the more popular and useful of the transformer architectures, Bidirectional Encoder Representations from Transformers (BERT), is a language representation model that was introduced in 2018.

Large Language Models 97

Large Language Models BERT NLP Data Scientist 97

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. The LLM consumes the text data during training and tries to anticipate the following word or series of words depending on the context.

Large Language Models 98

Large Language Models Natural Language Processing LLM BERT 98

Unite.AI

AUGUST 28, 2023

Systems like ChatGPT by OpenAI, BERT, and T5 have enabled breakthroughs in human-AI communication. link] The process can be categorized into three agents: Execution Agent : The heart of the system, this agent leverages OpenAI’s API for task processing. Below is a demonstration of the BabyAGI using this link.

Auto-complete 240

Auto-complete ChatGPT Large Language Models AI 240

Unite.AI

NOVEMBER 20, 2023

Applications & Impact Meta's Llama is compared to other prominent LLMs, such as BERT and GPT-3. Privacy Control: Llama's adaptability and flexibility make it potentially disruptive to the current leaders in LLM, such as OpenAI and Google.

Large Language Models 173

Large Language Models BERT Chatbots LLM 173

TheSequence

MAY 29, 2023

In this post Toloka showcases Human-in-the-Loop using StarCoder, a code LLM, as an example. Responsible AI starts with a responsible approach to data The promise of Large Language Models (LLMs) is that they will help us with a variety of different tasks. These datasets are usually scraped from the internet.

LLM 52

LLM Responsible AI Natural Language Processing Software Engineer 52

Marktechpost

JULY 4, 2023

Applications of LLMs The chart below summarises the present state of the Large Language Model (LLM) landscape in terms of features, products, and supporting software. Types of LLM Large language models It is not uncommon for large language models to be trained using petabytes or more of text data, making them tens of terabytes in size.

Large Language Models 104

Large Language Models BERT Natural Language Processing Categorization 104

Mlearning.ai

JUNE 7, 2023

In 2018 when BERT was introduced by Google, I cannot emphasize how much it changed the game within the NLP community. Photo by Kapa64 on PixelBay Following BERT, several models began to appear with their roots in BERT’s fundamental architecture. In retrospect, we were slightly ahead of our time because of what came next.

Natural Language Processing 52

Natural Language Processing BERT NLP ChatGPT 52

ODSC - Open Data Science

NOVEMBER 8, 2023

LLM Basics First and foremost, you need to understand the basics of generative AI and LLMs, such as key terminology, uses, potential issues, and primary frameworks. Prompt Engineering Another buzzword you’ve likely heard of lately, prompt engineering means designing inputs for LLMs once they’re developed. Plan accordingly!

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 52

Unite.AI

APRIL 17, 2024

In recent years, Natural Language Processing (NLP) has undergone a pivotal shift with the emergence of Large Language Models (LLMs) like OpenAI's GPT-3 and Google’s BERT. Using their extensive training data, LLM-based agents deeply understand language patterns, information, and contextual nuances.

LLM 236

LLM BERT Natural Language Processing NLP 236

John Snow Labs

JULY 5, 2023

With this support, you can look forward to faster inference, automatic optimization, and quantization when exporting your LLM models. Additionally, we are also set to release an array of new LLM models fine-tuned specifically for chat and instruction, now that we have successfully integrated ONNX Runtime into Spark NLP.

NLP 52

NLP BERT LLM Inference Engine 52

Snorkel AI

AUGUST 17, 2023

For example: Prompt: This is awesome! // Negative This is bad! // Positive Wow that movie was rad! // Positive {text_to_evaluate} // If text_to_evaluate was “ What a horrible show!” , The LLM output should be: Negative This technique generally guarantees a properly constrained response that will translate well into a code pipeline.

Generative AI 52

Generative AI BERT LLM Prompt Engineer 52

Snorkel AI

AUGUST 17, 2023

For example: Prompt: This is awesome! // Negative This is bad! // Positive Wow that movie was rad! // Positive {text_to_evaluate} // If text_to_evaluate was “ What a horrible show!” , The LLM output should be: Negative This technique generally guarantees a properly constrained response that will translate well into a code pipeline.

Generative AI 52

Generative AI BERT LLM Prompt Engineer 52

Flipboard

JULY 4, 2023

From education and finance to healthcare and media, LLMs are contributing to almost every domain. Famous LLMs like GPT, BERT, PaLM, and LLaMa are revolutionizing the AI industry by imitating humans. Vespa – Vespa.ai

Large Language Models 126

Large Language Models Machine Learning Natural Language Processing BERT 126

Unite.AI

FEBRUARY 23, 2024

As the course progresses, “Language Models and Transformer-based Generative Models” take center stage, shedding light on different language models, the Transformer architecture, and advanced models like GPT and BERT. Expert Creators : Developed by renowned professionals from OpenAI and DeepLearning.AI.

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Prompt Engineer Prompt Engineering Large Language Models Generative AI 272

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. It has become the backbone of many successful language models, like GPT-3, BERT, and their variants.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering OpenAI 52

ODSC - Open Data Science

JANUARY 4, 2024

Tongyi Qianwen : Tongyi Qianwen is the Chinse answer to ChatGPT from OpenAI. Codex : Codex is a large language model from OpenAI that is designed specifically for code generation tasks. Bert: Bert is a large language model from Google AI. It is a large language model developed by Alibaba Cloud.

Large Language Models 52

Large Language Models BERT Natural Language Processing Data Science 52

Marktechpost

JULY 19, 2023

Most current LLMs are text-only, i.e., they excel only at text-based applications and have limited ability to understand other types of data. Examples of text-only LLMs include GPT-3 , BERT , RoBERTa , etc. The recently released GPT-4 by Open AI is an example of Multimodal LLM.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Large Language Models Robotics 98

Heartbeat

OCTOBER 5, 2023

The emergence of Large Language Models (LLMs) like OpenAI's GPT , Meta's Llama , and Google's BERT has ushered in a new era in this field. These LLMs can generate human-like text, understand context, and perform various Natural Language Processing (NLP) tasks.

Large Language Models 52

Large Language Models DevOps Prompt Engineer Prompt Engineering 52

deepsense.ai

OCTOBER 8, 2023

Although LLM-based agents are relatively new (as, in fact, are LLMs themselves), they are already being applied to a wide range of tasks, such as: Helping you search through long documents and asking them questions: How we developed a GPT-based solution for extracting knowledge from documents – deepsense.ai

Auto-complete 92

Auto-complete LLM AI AI 92

Explosion

MAY 17, 2023

I don’t want to undersell how impactful LLMs are for this sort of use-case. You can give an LLM a group of comments and ask it to summarize the texts or identify key themes. One vision for how LLMs can be used is what I’ll term LLM maximalist. If you have some task, you try to ask the LLM to do it as directly as possible.

LLM 135

LLM NLP Large Language Models OpenAI 135

Unite.AI

FEBRUARY 12, 2024

In contrast, closed source LLMs treat model architecture and weights as proprietary assets. Commercial entities like Anthropic, DeepMind, and OpenAI develop them internally. This customizability allows open source LLMs to better serve specialized domains like biomedical research, code generation, and education.

LLM 130

LLM Large Language Models OpenAI Natural Language Processing 130

Dlabs.ai

NOVEMBER 2, 2023

In a nutshell, GPT—which stands for Generative Pre-trained Transformer—is a type of artificial intelligence language model developed by OpenAI. Case study: Creating an LLM-based application using LLM-based tools To best illustrate how LLM-based tools can be used, let me use a real-life example. What is GPT?

LLM 52

LLM ChatGPT Artificial Intelligence Artificial Intelligence 52

Heartbeat

NOVEMBER 17, 2023

Exact Match Probably the simplest ways to evaluate an LLM or runnable’s string output against a reference label is by a simple string equivalence. Considerations for Choosing a Distance Metric for Text Embeddings: Scale or Magnitude : Embeddings from models like Word2Vec, FastText, BERT, and GPT are often normalized to unit length.

Data Scientist 52

Data Scientist Deep Learning Algorithm LLM 52

Snorkel AI

MAY 25, 2023

At inference time, users provide “prompts” to the LLM—snippets of text that the model uses as a jumping-off point. BERT, the first breakout large language model In 2019, a team of researchers at Goole introduced BERT (which stands for bidirectional encoder representations from transformers).

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

At inference time, users provide “prompts” to the LLM—snippets of text that the model uses as a jumping-off point. BERT, the first breakout large language model In 2019, a team of researchers at Goole introduced BERT (which stands for bidirectional encoder representations from transformers).

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Towards AI

AUGUST 10, 2023

However, the meteoric rise of large language models (LLMs) like GPT-3 poses a new challenge for the tech titan. Lacking an equally buzzworthy in-house LLM, AWS risks losing ground to rivals rushing their own models to market. And AWS isn’t sitting idle on the LLM front, either.

LLM 94

LLM Large Language Models OpenAI AI 94