Unite.AI

JANUARY 29, 2024

Large language models (LLMs) like GPT-4, Claude, and LLaMA have exploded in popularity. But how do we know if these models are actually any good? With new LLMs being announced constantly, all claiming to be bigger and better, how do we evaluate and compare their performance?

Large Language Models 289

Large Language Models LLM Automation NLP 289

Analytics Vidhya

MAY 30, 2024

Introduction With the intro of Large Language Models, the usage of these LLMs in different applications has greatly increased. In most of the recent applications developed across many problem statements, LLMs are part of it. appeared first on Analytics Vidhya.

LLM 302

LLM Large Language Models NLP Chatbots 302

Marktechpost

JANUARY 11, 2025

Large Language Models (LLMs) have shown remarkable capabilities across diverse natural language processing tasks, from generating text to contextual reasoning. These challenges have driven researchers to seek more efficient ways to enhance LLM performance while minimizing resource demands.

Large Language Models 94

Large Language Models LLM Natural Language Processing NLP 94

Analytics Vidhya

DECEMBER 5, 2023

Your dream entry into this field requires expertise and hands-on experience in natural language processing. Get job-ready with in-depth knowledge and application skills of different Large Language Models (LLMs). appeared first on Analytics Vidhya.

Large Language Models 319

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 319

Analytics Vidhya

JULY 5, 2023

In a world where language is the bridge connecting people and technology, advancements in Natural Language Processing (NLP) have opened up incredible opportunities.

LLM 319

LLM Natural Language Processing Large Language Models NLP 319

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.

Large Language Models 277

Large Language Models Prompt Engineering Prompt Engineer Neural Network 277

Analytics Vidhya

FEBRUARY 27, 2024

Introduction Large language models (LLMs) are increasingly becoming powerful tools for understanding and generating human language. LLMs have even shown promise in more specialized domains, like healthcare, finance, and law. Google has been […] The post How to Use Gemma LLM?

LLM 329

LLM Large Language Models Natural Language Processing BERT 329

Marktechpost

MARCH 6, 2025

Addressing this challenge requires innovative approaches to training and optimizing multilingual LLMs to deliver consistent performance across languages with varying resource availability. A critical challenge in multilingual NLP is the uneven distribution of linguistic resources. while Babel-83B set a new benchmark at 73.2.

Large Language Models 59

Large Language Models LLM NLP Data Quality 59

Analytics Vidhya

SEPTEMBER 6, 2024

Introduction If you’ve worked with Large Language Models (LLMs), you’re likely familiar with the challenges of tuning them to respond precisely as desired. This struggle often stems from the models’ limited reasoning capabilities or difficulty in processing complex prompts. appeared first on Analytics Vidhya.

Prompt Engineer 291

Prompt Engineer Prompt Engineering LLM Large Language Models 291

Analytics Vidhya

MAY 8, 2024

Introduction to Ludwig The development of Natural Language Machines (NLP) and Artificial Intelligence (AI) has significantly impacted the field. These models can understand and generate human-like text, enabling applications like chatbots and document summarization.

LLM 318

LLM NLP Artificial Intelligence Artificial Intelligence 318

Unite.AI

JULY 5, 2023

Their latest large language model (LLM) MPT-30B is making waves across the AI community. On 22nd June, MosaicML released MPT-30B which raised the bar even further for open-source foundation models. On the HumanEval dataset, the model surpasses purpose-built LLM models, such as the StarCoder series.

LLM 264

LLM NLP Large Language Models Generative AI 264

Analytics Vidhya

JUNE 13, 2024

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis.

Large Language Models 381

Large Language Models Natural Language Processing NLP Python 381

Analytics Vidhya

MAY 20, 2024

Introduction Artificial intelligence has made tremendous strides in Natural Language Processing (NLP) by developing Large Language Models (LLMs). These models, like GPT-3 and GPT-4, can generate highly coherent and contextually relevant text.

Large Language Models 318

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 318

Unite.AI

OCTOBER 2, 2023

Imagine you're an Analyst, and you've got access to a Large Language Model. ” Large Language Model, for all their linguistic power, lack the ability to grasp the ‘ now ‘ And in the fast-paced world, ‘ now ‘ is everything. My last training data only goes up to January 2022.”

LLM 298

LLM Prompt Engineering Prompt Engineer Large Language Models 298

ODSC - Open Data Science

MARCH 3, 2025

When it comes to deploying large language models (LLMs) in healthcare, precision is not just a goalits a necessity. Few understand this better than David Talby and his team at John Snow Labs, a leading provider of medical-specific LLMs. Developing healthcare-specific models requires: Pre-training on clinicaldata.

Large Language Models 52

Large Language Models NLP LLM Natural Language Processing 52

Unite.AI

NOVEMBER 11, 2024

Machines are demonstrating remarkable capabilities as Artificial Intelligence (AI) advances, particularly with Large Language Models (LLMs). This raises an important question: Do LLMs remember the same way humans do? They understand and generate language with high accuracy.

LLM 182

LLM Large Language Models Natural Language Processing BERT 182

Analytics Vidhya

JANUARY 24, 2024

Introduction Welcome to the world of Large Language Models (LLM). However, in 2018, the “Universal Language Model Fine-tuning for Text Classification” paper changed the entire landscape of Natural Language Processing (NLP).

Automation 336

Automation Natural Language Processing Large Language Models Deep Learning 336

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. This approach trains large language models to more effectively follow open-ended user instructions.

Large Language Models 173

Large Language Models Neural Network LLM Natural Language Processing 173

Marktechpost

DECEMBER 6, 2024

The rapid adoption of Large Language Models (LLMs) in various industries calls for a robust framework to ensure their secure, ethical, and reliable deployment. Lets look at 20 essential guardrails designed to uphold security, privacy, relevance, quality, and functionality in LLM applications.

LLM 109

LLM Natural Language Processing Machine Learning Large Language Models 109

Unite.AI

DECEMBER 4, 2023

Small Language Models (SLM) are emerging and challenging the prevailing narrative of their larger counterparts. Despite their excellent language abilities these models are expensive due to high energy consumption, considerable memory requirements as well as heavy computational costs.

Large Language Models 217

Large Language Models BERT Neural Network Natural Language Processing 217

Unite.AI

SEPTEMBER 19, 2024

In this evolving market, companies now have more options than ever for integrating large language models into their infrastructure. Whether you're leveraging OpenAI’s powerful GPT-4 or with Claude’s ethical design, the choice of LLM API could reshape the future of your business. translation, summarization)?

LLM 246

LLM Automation Large Language Models OpenAI 246

Analytics Vidhya

SEPTEMBER 18, 2024

Introduction Large Language Models (LLMs) contributed to the progress of Natural Language Processing (NLP), but they also raised some important questions about computational efficiency. These models have become too large, so the training and inference cost is no longer within reasonable limits.

Natural Language Processing 306

Natural Language Processing Large Language Models NLP LLM 306

Analytics Vidhya

FEBRUARY 21, 2025

Businesses may now improve customer relations, optimize processes, and spur innovation with the help of large language models, or LLMs. LLM […] The post Top 12 Free APIs for AI Development appeared first on Analytics Vidhya. However, how can this potential be realised without a lot of money or experience?

AI Developer 140

AI Developer AI Development Large Language Models Artificial Intelligence 140

Analytics Vidhya

AUGUST 28, 2024

AdalFlow provides a unified library with strong string processing, flexible tools, multiple output formats, and model monitoring like […] The post Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Abstraction appeared first on Analytics Vidhya.

LLM 319

LLM Large Language Models NLP Generative AI 319

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

Analytics Vidhya

MAY 26, 2022

Introduction What are Large Language Models(LLM)? Large Language Models are often tens of terabytes in size and are trained on massive volumes of text data, occasionally reaching petabytes. They’re also among the models with the most […].

Prompt Engineer 374

Prompt Engineer Prompt Engineering Large Language Models Data Science 374

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

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. The introduction of the transformer architecture has provided a new paradigm for building models that understand and generate human language with unprecedented accuracy and fluency.

Large Language Models 122

Large Language Models NLP Convolutional Neural Networks Neural Network 122

Unite.AI

OCTOBER 25, 2023

Large language models (LLMs) like OpenAI's GPT series have been trained on a diverse range of publicly accessible data, demonstrating remarkable capabilities in text generation, summarization, question answering, and planning. Depending on your LLM provider, you might need additional environment keys and tokens.

LLM 304

LLM OpenAI Prompt Engineering Prompt Engineer 304

Unite.AI

JUNE 20, 2024

Large Language Models (LLMs) are capable of understanding and generating human-like text, making them invaluable for a wide range of applications, such as chatbots, content generation, and language translation. Large Language Models (LLMs) are a type of neural network model trained on vast amounts of text data.

Large Language Models 130

Large Language Models LLM Metadata BERT 130

Unite.AI

JANUARY 11, 2024

They serve as a core building block in many natural language processing (NLP) applications today, including information retrieval, question answering, semantic search and more. Can we leverage LLMs to also advance the state of text embeddings? This can reduce reliance on human-labeled data.

Large Language Models 147

Large Language Models Prompt Engineering Prompt Engineer BERT 147

Analytics Vidhya

JUNE 25, 2024

Researchers and innovators are creating a wide range of tools and technology to support the creation of LLM-powered applications. With the aid of AI and NLP innovations like LangChain and […] The post Automating Web Search Using LangChain and Google Search APIs appeared first on Analytics Vidhya.

Automation 331

Automation NLP Artificial Intelligence Artificial Intelligence 331

Marktechpost

APRIL 30, 2024

Large Language Models (LLMs) signify a revolutionary leap in numerous application domains, facilitating impressive accomplishments in diverse tasks. With billions of parameters, these models demand extensive computational resources for operation. Yet, their immense size incurs substantial computational expenses.

Large Language Models 132

Large Language Models Categorization Natural Language Processing Algorithm 132

AWS Machine Learning Blog

MARCH 5, 2025

However, traditional machine learning approaches often require extensive data-specific tuning and model customization, resulting in lengthy and resource-heavy development. Enter Chronos , a cutting-edge family of time series models that uses the power of large language model ( LLM ) architectures to break through these hurdles.

LLM 114

LLM Machine Learning Natural Language Processing Computer Vision 114

Marktechpost

APRIL 26, 2024

Graph Machine Learning (Graph ML), especially Graph Neural Networks (GNNs), has emerged to effectively model such data, utilizing deep learning’s message-passing mechanism to capture high-order relationships. Foundation Models (FMs) have revolutionized NLP and vision domains in the broader AI spectrum.

Large Language Models 136

Large Language Models Machine Learning Neural Network Deep Learning 136

Unite.AI

OCTOBER 27, 2024

The ecosystem has rapidly evolved to support everything from large language models (LLMs) to neural networks, making it easier than ever for developers to integrate AI capabilities into their applications. environments. The framework's strength lies in its extensibility and integration capabilities. TensorFlow.js

Neural Network 162

Neural Network Machine Learning NLP Natural Language Processing 162

Marktechpost

SEPTEMBER 8, 2024

Large language models (LLMs) have revolutionized natural language processing (NLP), particularly for English and other data-rich languages. However, this rapid advancement has created a significant development gap for underrepresented languages, with Cantonese being a prime example.

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Large Language Models NLP Neural Network Data Scarcity 103