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? In this comprehensive guide, we'll explore the top techniques for evaluating large language models.

Large Language Models 289

Large Language Models LLM Automation NLP 289

Analytics Vidhya

NOVEMBER 9, 2024

But what if I tell you there’s a goldmine: a repository packed with over 400+ datasets, meticulously categorised across five essential dimensions—Pre-training Corpora, Fine-tuning Instruction Datasets, Preference Datasets, Evaluation Datasets, and Traditional NLP Datasets and more?

Large Language Models 224

Large Language Models Categorization LLM NLP 224

Analytics Vidhya

AUGUST 29, 2023

Introduction Embark on a journey through the evolution of artificial intelligence and the astounding strides made in Natural Language Processing (NLP). The seismic impact of finetuning large language models has utterly transformed NLP, revolutionizing our technological interactions.

Large Language Models 245

Large Language Models Natural Language Processing NLP Artificial Intelligence 245

AssemblyAI

MAY 3, 2023

A New Era of Language Intelligence At its essence, ChatGPT belongs to a class of AI systems called Large Language Models , which can perform an outstanding variety of cognitive tasks involving natural language. From Language Models to Large Language Models How good can a language model become?

Large Language Models 363

Large Language Models Neural Network LLM ChatGPT 363

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

JUNE 5, 2023

Introduction In the realm of artificial intelligence, a transformative force has emerged, capturing the imaginations of researchers, developers, and enthusiasts alike: large language models.

Large Language Models 290

Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 290

Unite.AI

MARCH 22, 2024

Since OpenAI unveiled ChatGPT in late 2022, the role of foundational large language models (LLMs) has become increasingly prominent in artificial intelligence (AI), particularly in natural language processing (NLP).

Large Language Models 297

Large Language Models AI AI Artificial Intelligence 297

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

AUGUST 26, 2023

In this article, we will explore how PEFT methods optimize the adaptation of Large Language Models (LLMs) to specific tasks. We will unravel the advantages and disadvantages of PEFT, […] The post Parameter-Efficient Fine-Tuning of Large Language Models with LoRA and QLoRA appeared first on Analytics Vidhya.

Large Language Models 269

Large Language Models NLP Generative AI AI 269

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

APRIL 21, 2024

Introduction Converting natural language queries into code is one of the toughest challenges in NLP. This is where Google Gemma, an Open Source Large Language Model comes into […] The post Fine-tuning Google Gemma with Unsloth appeared first on Analytics Vidhya.

Large Language Models 336

Large Language Models Software Development NLP Generative AI 336

Unite.AI

JUNE 6, 2023

& GPT-4 large language models (LLMs), has generated significant excitement within the Artificial Intelligence (AI) community. AutoGPT can gather task-related information from the internet using a combination of advanced methods for Natural Language Processing (NLP) and autonomous AI agents.

NLP 355

NLP AI AI Natural Language Processing 355

Analytics Vidhya

NOVEMBER 2, 2024

is an instruction-tuned large language model that comes in two versions: Jamba 1.5 Large with 94 billion active parameters and Jamba 1.5 It combines the Mamba Structured State Space Model (SSM) with the traditional Transformer architecture. Mini with 12 billion active parameters.

NLP 244

NLP Large Language Models Python 244

Analytics Vidhya

MAY 1, 2024

Google’s latest breakthrough in natural language processing (NLP), called Gecko, has been gaining a lot of interest since its launch. Unlike traditional text embedding models, Gecko takes a whole new approach by distilling knowledge from large language models (LLMs).

Large Language Models 326

Large Language Models Natural Language Processing NLP AI Modeling 326

Analytics Vidhya

MARCH 30, 2024

Introduction With the advent of Large Language Models (LLMs), they have permeated numerous applications, supplanting smaller transformer models like BERT or Rule Based Models in many Natural Language Processing (NLP) tasks.

BERT 348

BERT Natural Language Processing Large Language Models NLP 348

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

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

OCTOBER 2, 2023

Introduction As AI is taking over the world, Large language models are in huge demand in technology. Large Language Models generate text in a way a human does.

Python 343

Python Natural Language Processing Large Language Models NLP 343

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

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.

LLM 302

LLM Large Language Models NLP Chatbots 302

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

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

Marktechpost

NOVEMBER 1, 2024

Natural Language Processing (NLP) focuses on building computational models to interpret and generate human language. However, NLP for Hindi still needs to be improved, mainly due to a need for high-quality Hindi data and language-specific models. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models 128

Large Language Models NLP Natural Language Processing Artificial Intelligence 128

Analytics Vidhya

AUGUST 28, 2024

That’s the power of adaptive […] The post Transforming NLP with Adaptive Prompting and DSPy appeared first on Analytics Vidhya. Now, imagine if you had a tool that could adapt to every twist and turn of the discussion, offering just the right words at the right time.

NLP 238

NLP Large Language Models Data Analysis Algorithm 238

Analytics Vidhya

APRIL 10, 2024

Introduction While OpenAI’s GPT-4 has made waves as a powerful large language model, its closed-source nature and usage limitations have left many developers seeking open-source alternatives.

Large Language Models 291

Large Language Models Natural Language Processing NLP OpenAI 291

Analytics Vidhya

JUNE 26, 2024

Introduction Retrieval-Augmented Generation (RAG) is a dominant force in the NLP field, using the combinative power of large language models and external knowledge retrieval. The RAG system has both advantages and disadvantages.

Large Language Models 312

Large Language Models NLP Generative AI AI 312

Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The world of Natural Language Processing is expanding tremendously, especially with the birth of large language models, which have revolutionized this field and made it accessible to everyone.

OpenAI 337

OpenAI Natural Language Processing Large Language Models NLP 337

Analytics Vidhya

JANUARY 22, 2024

Introduction Transformers and the Large Language Models have taken the world by storm after they have been introduced in the field of Natural Language Processing (NLP). Since their inception, the field has been quickly evolving with innovations and research that make these LLMs more efficient.

Natural Language Processing 297

Natural Language Processing Large Language Models NLP Python 297

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

Analytics Vidhya

JANUARY 4, 2024

Introduction In the rapidly evolving landscape of artificial intelligence, especially in NLP, large language models (LLMs) have swiftly transformed interactions with technology. GPT-3, a prime example, excels in generating coherent text.

BERT 271

BERT Large Language Models NLP Artificial Intelligence 271

Unite.AI

JULY 5, 2023

Their latest large language model (LLM) MPT-30B is making waves across the AI community. In the near future, we can expect to see commercially available open-source models that are far more powerful and efficient than the MPT family. For the latest AI news, visit unite.ai.

LLM 264

LLM NLP Large Language Models Generative AI 264

Marktechpost

JULY 7, 2024

Natural language processing (NLP) drives researchers to develop algorithms that enable computers to understand, interpret, and generate human languages. The problem concerns the inefficiencies and limitations of tokenizers used in large language models (LLMs).

Large Language Models 133

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 133

AssemblyAI

NOVEMBER 9, 2023

In Natural Language Processing (NLP), Text Summarization models automatically shorten documents, papers, podcasts, videos, and more into their most important soundbites. The models are powered by advanced Deep Learning and Machine Learning research. What is Text Summarization for NLP?

NLP 256

NLP AI Modeling AI AI 256

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 Engineering 374

Prompt Engineering Prompt Engineer Large Language Models Data Science 374

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.

LLM 329

LLM Large Language Models Natural Language Processing BERT 329

Analytics Vidhya

OCTOBER 17, 2023

Introduction One of the most popular applications of large language models (LLMs) is to answer questions about custom datasets. LLMs like ChatGPT and Bard are excellent communicators. They can answer almost anything that they have been trained on. This is also one of the biggest bottlenecks for LLMs.

Large Language Models 361

Large Language Models ChatGPT LLM Deep Learning 361

Towards AI

DECEMBER 9, 2024

The brains behind modern AI: Exploring the evolution of Large Language Models. Last Updated on December 10, 2024 by Editorial Team Author(s): Navdeep Sharma Originally published on Towards AI. In deep learning, we have studied various types of RNN structures i.e. One to One, Many to One, One to Many and Many to Many.

Large Language Models 105

Large Language Models Neural Network Deep Learning ChatGPT 105