AssemblyAI

MAY 3, 2023

These architectures are based on artificial neural networks , which are computational models loosely inspired by the structure and functioning of biological neural networks, such as those in the human brain. A simple artificial neural network consisting of three layers.

Large Language Models 363

Large Language Models Neural Network LLM ChatGPT 363

Marek Rei

NOVEMBER 4, 2024

link] The paper investigates LLM robustness to prompt perturbations, measuring how much task performance drops for different models with different attacks. link] The paper proposes query rewriting as the solution to the problem of LLMs being overly affected by irrelevant information in the prompts. ArXiv 2023. Oliveira, Lei Li.

Machine Learning 80

Machine Learning NLP Large Language Models LLM 80

Unite.AI

FEBRUARY 7, 2024

But more than MLOps is needed for a new type of ML model called Large Language Models (LLMs). LLMs are deep neural networks that can generate natural language texts for various purposes, such as answering questions, summarizing documents, or writing code.

Machine Learning 288

Machine Learning Large Language Models LLM BERT 288

Towards AI

DECEMBER 26, 2024

If you havent already checked it out, weve also launched an extremely in-depth course to help you land a 6-figure job as an LLM developer. But, all the rules of learning that apply to AI, machine learning, and NLP dont always apply to LLMs, especially if you are building something or looking for a high-paying job.

LLM 105

LLM Neural Network NLP Computer Vision 105

Towards AI

FEBRUARY 3, 2025

DeepSeek AI is an advanced AI genomics platform that allows experts to solve complex problems using cutting-edge deep learning, neural networks, and natural language processing (NLP). What is DeepSeek AI? DeepSeek AI, on the other hand, isnt just another fancy AI gadget, its a revolutionary breakthrough.

Natural Language Processing 125

Natural Language Processing OpenAI Neural Network Artificial Intelligence 125

Unite.AI

AUGUST 1, 2023

Prompt 1 : “Tell me about Convolutional Neural Networks.” ” Response 1 : “Convolutional Neural Networks (CNNs) are multi-layer perceptron networks that consist of fully connected layers and pooling layers. They are commonly used in image recognition tasks. .”

Prompt Engineering 246

Prompt Engineering Prompt Engineer ChatGPT Convolutional Neural Networks 246

Marktechpost

NOVEMBER 3, 2023

In the meanwhile, an LLM training paradigm known as instruction tuning—in which data is arranged as pairs of user instruction and reference response—has evolved that enables LLMs to comply with unrestricted user commands. These tasks need multilingual and high-quality alignments between voice and text tokens.

Neural Network 105

Neural Network Natural Language Processing LLM Artificial Intelligence 105

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. appeared first on MarkTechPost.

Large Language Models 120

Large Language Models NLP Convolutional Neural Networks Neural Network 120

Towards AI

OCTOBER 18, 2024

Many neural network approaches have been developed to convert the data into numerical representation. The main theme is that it can contain semantic and meaningful contextual information about the objects so that ML algorithms can efficiently analyze and understand the data. Different data types are embedded in different ways.

NLP 111

NLP LLM Neural Network Generative AI 111

Unite.AI

DECEMBER 1, 2023

The Scale and Complexity of LLMs The scale of these models adds to their complexity. Each parameter interacts in intricate ways within the neural network, contributing to emergent capabilities that aren’t predictable by examining individual components alone. Impact of the LLM Black Box Problem 1.

LLM 261

LLM Machine Learning Explainability Algorithm 261

Marktechpost

JANUARY 15, 2024

Transformers have taken over from recurrent neural networks (RNNs) as the preferred architecture for natural language processing (NLP). The study also reports a significant reduction in LLM cache size, up to 88%, leading to reduced memory consumption during inference. Check out the Paper.

Neural Network 111

Neural Network Natural Language Processing LLM NLP 111

O'Reilly Media

NOVEMBER 19, 2024

Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. at Google, and “ Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks ” by Patrick Lewis, et al., Convert an incoming prompt to a graph query, then use the result set to select chunks for the LLM.

LLM 125

LLM NLP Hybrid AI Large Language Models 125

Unite.AI

APRIL 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and assisting with a wide range of language-related tasks. While effective in various NLP tasks, few LLMs, such as Flan-T5, adopt this architecture.

Large Language Models 272

Large Language Models Prompt Engineer Prompt Engineering Neural Network 272

Towards AI

JANUARY 22, 2025

Setting the Stage: Why Augmentation Matters Imagine youre chatting with an LLM about complex topics like medical research or historical events. Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks. Despite its vast training, it occasionally hallucinates producing incorrect or fabricated information. Citations: Lewis, P.,

Neural Network 105

Neural Network Chatbots Large Language Models NLP 105

Marktechpost

SEPTEMBER 8, 2024

Large language models (LLMs) have revolutionized natural language processing (NLP), particularly for English and other data-rich languages. The development of Cantonese-specific LLMs faces significant challenges due to limited research and resources.

Large Language Models 102

Large Language Models NLP Neural Network Data Scarcity 102

ODSC - Open Data Science

NOVEMBER 28, 2024

A 2-for-1 ODSC East Black Friday Deal, Multi-Agent Systems, Financial Data Engineering, and LLM Evaluation ODSC East 2025 Black Friday Deal Take advantage of our 2-for-1 Black Friday sale and join the leading conference for data scientists and AI builders. Learn, innovate, and connect as we shape the future of AI — together!

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network LLM Natural Language Processing 52

Unite.AI

SEPTEMBER 13, 2024

As the demand for large language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has become more crucial than ever. NVIDIA's TensorRT-LLM steps in to address this challenge by providing a set of powerful tools and optimizations specifically designed for LLM inference.

Large Language Models 130

Large Language Models LLM Natural Language Processing Auto-complete 130

Unite.AI

NOVEMBER 28, 2023

Recently, text-based Large Language Model (LLM) frameworks have shown remarkable abilities, achieving human-level performance in a wide range of Natural Language Processing (NLP) tasks. We will be taking a deeper dive into the SALMONN framework, and explore its working, architecture, and results across a wide array of NLP tasks.

Large Language Models 167

Large Language Models Neural Network Natural Language Processing LLM 167

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. Neural Networks & Deep Learning : Neural networks marked a turning point, mimicking human brain functions and evolving through experience.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

Marktechpost

JULY 19, 2024

Traditional text-to-SQL systems using deep neural networks and human engineering have succeeded. The LLMs have demonstrated the ability to execute a solid vanilla implementation thanks to the improved semantic parsing capabilities made possible by the larger training corpus. Join our Telegram Channel and LinkedIn Gr oup.

LLM 103

LLM Neural Network Large Language Models Natural Language Processing 103

IBM Journey to AI blog

SEPTEMBER 19, 2023

Generative AI for coding is possible because of recent breakthroughs in large language model (LLM) technologies and natural language processing (NLP). It uses deep learning algorithms and large neural networks trained on vast datasets of diverse existing source code. How does generative AI code generation work?

Auto-complete 241

Auto-complete Generative AI Neural Network Artificial Intelligence 241

Unite.AI

SEPTEMBER 13, 2023

LLMs or Large Language Models have enjoyed tremendous success in the NLP industry, and they are now being explored for their applications in visual tasks. These approaches indicate that LLM frameworks might have some applications for visual tasks. Finally, the model feeds the embeddings and original image information to the LLM.

Convolutional Neural Networks 282

Convolutional Neural Networks LLM Neural Network Large Language Models 282

Unite.AI

NOVEMBER 7, 2023

Furthermore, empirically enumerating all the possible designs for training LLMs over 100B parameters is computationally unaffordable which makes it even more critical to come up with a pre-training method for large scale LLM frameworks. With that being said, let’s have a look at GLM-130B’s architecture.

LLM 254

LLM Large Language Models Neural Network BERT 254

Unite.AI

DECEMBER 11, 2023

The announcement of Google Gemini, nestled closely after the debut of Bard, Duet AI, and the PaLM 2 LLM, marks a clear intention from Google to not only compete but lead in the AI revolution. Power of Multimodality: At its core, Gemini utilizes a transformer-based architecture, similar to those employed in successful NLP models like GPT-3.

AI 334

AI AI Neural Network Large Language Models 334

Marktechpost

MARCH 6, 2024

The natural language processing (NLP) field has witnessed significant advancements with the emergence of Large Language Models (LLMs) like GPT and LLaMA. These models have become essential tools for various tasks, prompting a growing need for proprietary LLMs among individuals and organizations.

LLM 107

LLM Large Language Models Neural Network Natural Language Processing 107

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. No training examples are needed in LLM Development but it’s needed in Traditional Development.

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

Marktechpost

MAY 28, 2024

NVIDIA has recently introduced NV-Embed on Hugging Face , a revolutionary embedding model poised to redefine the landscape of NLP. and built on a large language model (LLM) architecture, NV-Embed showcases various architectural designs and training procedures that significantly enhance its performance as an embedding model.

Neural Network 114

Neural Network NLP Large Language Models LLM 114

Becoming Human

MAY 15, 2023

When it comes to AI, there are a number of subfields, like Natural Language Processing (NLP). One of the models used for NLP is the Large Language Model (LLMs). As a result, LLMs have become a key tool for a wide range of NLP applications. ChatGPT , a chatbot developed by the OpenAI team, is an example of an LLM.

Large Language Models 124

Large Language Models ChatGPT Neural Network LLM 124

Marktechpost

SEPTEMBER 1, 2023

LLMs have become increasingly popular in the NLP (natural language processing) community in recent years. Scaling neural network-based machine learning models has led to recent advances, resulting in models that can generate natural language nearly indistinguishable from that produced by humans. Check out the Paper.

Large Language Models 137

Large Language Models Neural Network Natural Language Processing LLM 137

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 215

Large Language Models BERT Neural Network Natural Language Processing 215

Unite.AI

SEPTEMBER 1, 2023

Many companies have experience with natural language processing (NLP) and low-level chatbots, but GenAI is accelerating how data can be integrated, interpreted, and converted into business outcomes. The Journey from NLP to Large Language Model (LLM) Technology has been trying to make sense of natural languages for decades now.

Generative AI 144

Generative AI LLM NLP Neural Network 144

IBM Journey to AI blog

AUGUST 1, 2023

A foundation model is built on a neural network model architecture to process information much like the human brain does. A specific kind of foundation model known as a large language model (LLM) is trained on vast amounts of text data for NLP tasks. An open-source model, Google created BERT in 2018. All watsonx.ai

Generative AI 176

Generative AI Data Scientist BERT Machine Learning 176

IBM Journey to AI blog

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Achieving these feats is accomplished through a combination of sophisticated algorithms, natural language processing (NLP) and computer science principles.

Neural Network 256

Neural Network LLM Algorithm NLP 256

Marktechpost

APRIL 26, 2024

Graphs are important in representing complex relationships in various domains like social networks, knowledge graphs, and molecular discovery. Foundation Models (FMs) have revolutionized NLP and vision domains in the broader AI spectrum. Alongside topological structure, nodes often possess textual features providing context.

Large Language Models 135

Large Language Models Machine Learning Neural Network Deep Learning 135

Marktechpost

MARCH 1, 2024

They need help to differentiate between the core content and the myriad of distractions like advertisements, pop-ups, and irrelevant hyperlinks, leading to the collection of noisy data that can dilute the quality of LLM training sets.

Large Language Models 135

Large Language Models Data Extraction Neural Network LLM 135

Marktechpost

MAY 29, 2024

This article lists the top AI courses NVIDIA provides, offering comprehensive training on advanced topics like generative AI, graph neural networks, and diffusion models, equipping learners with essential skills to excel in the field. It also covers how to set up deep learning workflows for various computer vision tasks.

Neural Network 91

Neural Network Natural Language Processing Large Language Models Deep Learning 91

Towards AI

SEPTEMBER 12, 2024

What’s AI Weekly Keeping up with LLMs is getting tougher; there’s so much happening every week. I have compiled a guide to help you start and improve your LLM skills in 2024 without an advanced background in the field and stay up-to-date with the latest news and state-of-the-art techniques! Read the complete LLM guide here!

Neural Network 111

Neural Network LLM NLP Algorithm 111