Marktechpost

APRIL 12, 2024

Pre-trained bidirectional encoders or encoder-decoders, such as BERT and T5, have historically been the preferred models for this use. Lately, the trend in text embedding jobs has been to use Large Language Models (LLMs) that are decoder-only. Million AI Audience? If you like our work, you will love our newsletter.

LLM 104

LLM Large Language Models NLP Natural Language Processing 104

Marktechpost

APRIL 21, 2024

The following six free AI courses offer a structured pathway for beginners to start their journey into the world of artificial intelligence. Introduction to Generative AI: This course provides an introductory overview of Generative AI, explaining what it is and how it differs from traditional machine learning methods.

Artificial Intelligence 127

Artificial Intelligence Artificial Intelligence BERT Large Language Models 127

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world. LLMs’ flexibility dazzles, but most AI problems don’t require flexibility.

LLM 52

LLM Data Scientist Neural Network Data Science 52

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world. LLMs’ flexibility dazzles, but most AI problems don’t require flexibility.

LLM 52

LLM Data Scientist Neural Network Data Science 52

Marktechpost

FEBRUARY 12, 2024

SLIMs join existing small, specialized model families from LLMWare – DRAGON , BLING , and Industry – BERT — along with the LLMWare development framework, to create a comprehensive set of open-source models and data pipelines to address a wide range of complex enterprise RAG use cases.

Automation 139

Automation BERT LLM Python 139

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. In fact, the Generative AI market is expected to reach $36 billion by 2028 , compared to $3.7 However, advancing in this field requires a specialized AI skillset. billion in 2023.

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Generative AI BERT Natural Language Processing Large Language Models 189

Unite.AI

DECEMBER 1, 2023

Machine learning , a subset of AI, involves three components: algorithms, training data, and the resulting model. This obscurity makes it challenging to understand the AI's decision-making process. AI black boxes are systems whose internal workings remain opaque or invisible to users. Impact of the LLM Black Box Problem 1.

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LLM Machine Learning Explainability Algorithm 264

John Snow Labs

JUNE 27, 2023

What are Large Language Models (LLMs)? Large language models (LLMs) are precisely that – advanced AI models designed to process, understand, and generate natural language in a way that mimics human cognitive capabilities. BERT excels in understanding context and generating contextually relevant representations for a given text.

Large Language Models 52

Large Language Models BERT Natural Language Processing NLP 52

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. LLMs utilize embeddings to understand word context.

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Large Language Models Prompt Engineer Prompt Engineering LLM 130

Marktechpost

MARCH 25, 2024

Large Language Models (LLMs) like ChatGPT, Google’s Bert, Gemini, Claude Models, and others have emerged as central figures, redefining our interaction with digital interfaces. LLM is an AI system designed to understand, generate, and work with human language on a large scale. What are Large Language Models?

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ChatGPT Large Language Models Neural Network BERT 130

Marktechpost

APRIL 16, 2024

LangChain is an open-source framework that allows developers to build LLM-based applications easily. It provides for easily connecting LLMs with external data sources to augment the capabilities of these models and achieve better results. It teaches how to build LLM-powered applications using LangChain using hands-on exercises.

Large Language Models 101

Large Language Models Prompt Engineer Prompt Engineering Auto-complete 101

Towards AI

OCTOBER 11, 2023

Winer Originally published on Towards AI. GPT-2 Rolling Cache Text Generator Block One of the latest AI papers drawing headlines is a technique for Generative Pre-training Transformer (GPT) model architectures that enables efficient, unlimited-sized context windows for text generation.

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LLM BERT AI AI 111

Marktechpost

JANUARY 20, 2024

Pseudo-labels from advanced cross-encoder models like BERT are one of the methods for generating synthetic data for domain adaptation of dense passage retrievers. The second phase utilizes synthetic queries generated by an LLM based on randomly sampled documents from the corpus. If you like our work, you will love our newsletter.

BERT 131

BERT Large Language Models LLM AI 131

Marktechpost

JANUARY 4, 2024

The development of Large Language Models (LLMs), such as GPT and BERT, represents a remarkable leap in computational linguistics. Meet ‘Unicron,’ a novel system that Alibaba Group and Nanjing University researchers developed to enhance and streamline the LLM training process. Check out the Paper.

Computational Linguistics 120

Computational Linguistics Large Language Models LLM BERT 120

Unite.AI

DECEMBER 4, 2023

In the ever-evolving domain of Artificial Intelligence (AI), where models like GPT-3 have been dominant for a long time, a silent but groundbreaking shift is taking place. GPT-4 pushes the boundaries of language AI with an unbelievable 1.76 The Bottom Line In conclusion, SLMs represent a significant advancement in the field of AI.

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Large Language Models BERT Neural Network Natural Language Processing 217

Marktechpost

JULY 16, 2023

The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. Also, don’t forget to join our 18k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models 90

Large Language Models LLM Artificial Intelligence Artificial Intelligence 90

Towards AI

APRIL 12, 2023

Originally published on Towards AI. Soon to be followed by large general language models like BERT (Bidirectional Encoder Representations from Transformers). Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. Published via Towards AI

LLM 77

LLM BERT NLP OpenAI 77

Towards AI

JANUARY 30, 2024

Author(s): Abhinav Kimothi Originally published on Towards AI. Being new to the world of Generative AI, one can feel a little overwhelmed by the jargon. Designed to be general-purpose, providing a foundation for various AI applications. I’ve been asked many times about common terms used in this field. Examples: GPT 3.5,

Generative AI 85

Generative AI LLM Prompt Engineer Prompt Engineering 85

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 93

Automation Computational Linguistics Large Language Models Natural Language Processing 93

Marktechpost

DECEMBER 18, 2023

Given the number of advancements artificial intelligence (AI) has made this year itself, it’s no surprise that it has been a significant point of discussion throughout 2023. AI now finds its use case in almost every realm, and one of its exciting and useful applications is in healthcare and medicine.

Artificial Intelligence 122

Artificial Intelligence Artificial Intelligence BERT Deep Learning 122

AWS Machine Learning Blog

FEBRUARY 6, 2024

We address this skew with generative AI models (Falcon-7B and Falcon-40B), which were prompted to generate event samples based on five examples from the training set to increase the semantic diversity and increase the sample size of labeled adverse events. You would ideally like to have a balanced dataset, and this use case is no exception.

Large Language Models 97

Large Language Models BERT NLP Data Scientist 97

Mlearning.ai

APRIL 21, 2023

Even though traditional datasets are always in the form of a series of documents of either text files or word files, The problem with it is we can not feed it directly to LLM models as it requires data in a specific format. SQuAD is one of the formats that work well with many LLMs. Let's convert our raw data into SQuAD format.

LLM 52

LLM Large Language Models Natural Language Processing Computer Vision 52

Marktechpost

JULY 22, 2023

The well-known large language models such as GPT, DALLE, and BERT perform extraordinary tasks and ease lives. Recently, MLC-LLM has been introduced, which is an open framework that brings LLMs directly into a broad class of platforms like CUDA, Vulkan, and Metal that, too, with GPU acceleration.

LLM 52

LLM Large Language Models Natural Language Processing Artificial Intelligence 52

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. These AI agents, transcending chatbots and voice assistants, are shaping a new paradigm for both industries and our daily lives.

Auto-complete 240

Auto-complete ChatGPT Large Language Models AI 240

NVIDIA

SEPTEMBER 11, 2023

The overall results showed the exceptional performance and versatility of the NVIDIA AI platform from the cloud to the network’s edge. Overall, the results continue NVIDIA’s record of demonstrating performance leadership in AI training and inference in every round since the launch of the MLPerf benchmarks in 2018.

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Computer Vision LLM BERT Large Language Models 127

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. Almost every industry is utilizing the potential of AI and revolutionizing itself.

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Large Language Models Natural Language Processing LLM BERT 98

Marktechpost

NOVEMBER 22, 2023

An embedding similarity search looks at the embeddings of previously trained models (like BERT) to discover related and maybe polluted cases. In addition, there is a developing trend in model training that uses synthetic data generated by LLMs (e.g., However, its precision is somewhat low. It’s also found that GPT-3.5’s

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Large Language Models LLM BERT Explainability 122

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

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

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.

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Large Language Models LLM BERT Artificial Intelligence 96

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.

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Large Language Models BERT LLM OpenAI 106

Mlearning.ai

JULY 24, 2023

In Generative AI projects, there are five distinct stages in the lifecycle, centred around a Large Language Model 1️⃣ Pre-training : This involves building an LLM from scratch. The likes of BERT, GPT4, Llama 2, have undergone pre-training on a large corpus of data. Billions of parameters are trained. This is done using rewards.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering Large Language Models 52

TheSequence

MAY 29, 2023

In this post Toloka showcases Human-in-the-Loop using StarCoder, a code LLM, as an example. This successful implementation demonstrates how responsible AI and high-performing models can align. The risks of harmful results do not align with the principles of Responsible AI. 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. Copywriting The most popular model for this task is GPT-3; however, there are open-source alternatives such as BLOOM (from BigScience) and Eleuther AI’s GPT-J.

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Large Language Models BERT Natural Language Processing Categorization 102

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

ODSC - Open Data Science

SEPTEMBER 6, 2023

Most people who have experience working with large language models such as Google’s Bard or OpenAI’s ChatGPT have worked with an LLM that is general, and not industry-specific. This is why over the last few months multiple examples of domain/industry-specific LLMs have gone live. Well, that’s what CaseHOLD does. So what does it do?

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Large Language Models LLM NLP BERT 98