Analytics Vidhya

NOVEMBER 9, 2024

And to top it off, this collection […] The post A Guide to 400+ Categorized Large Language Model(LLM) Datasets appeared first on Analytics Vidhya.

Large Language Models 224

Large Language Models Categorization LLM NLP 224

Unite.AI

JULY 4, 2024

Gemma 2 is Google's newest open-source large language model, designed to be lightweight yet powerful. It's built on the same research and technology used to create Google's Gemini models, offering state-of-the-art performance in a more accessible package. What is Gemma 2?

Large Language Models 312

Large Language Models LLM Natural Language Processing Explainability 312

Unite.AI

NOVEMBER 26, 2024

Artificial intelligence (AI) has come a long way, with large language models (LLMs) demonstrating impressive capabilities in natural language processing. These models have changed the way we think about AI’s ability to understand and generate human language.

Large Language Models 189

Large Language Models Robotics AI AI 189

Analytics Vidhya

DECEMBER 26, 2023

Introduction Large Language Models have been the backbone of advancement in the AI domain. With the release of various Open source LLMs, the need for ChatBot-specific use cases has grown in demand.

Large Language Models 438

Large Language Models Chatbots AI AI 438

Analytics Vidhya

MAY 23, 2024

However, agents face formidable challenges within Large Language Models (LLMs), including context understanding, coherence maintenance, and dynamic adaptability. Introduction LLM Agents play an increasingly important role in the generative landscape as reasoning engines.

LLM 374

LLM Large Language Models 374

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

JUNE 6, 2024

Introduction Large Language Models are known for their text-generation capabilities. This will help the large language models understand English text and generate meaningful full tokens during the generation period. They are trained with millions of tokens during the pre-training period.

Large Language Models 317

Large Language Models Natural Language Processing LLM 317

Analytics Vidhya

JULY 22, 2024

Introduction Running large language models (LLMs) locally can be a game-changer, whether you’re experimenting with AI or building advanced applications. But let’s be honest—setting up your environment and getting these models to run smoothly on your machine can be a real headache.

LLM 347

LLM Large Language Models AI AI 347

Analytics Vidhya

JUNE 24, 2024

Introduction Everyone needs to have faster and reliable inference from the Large Language models. vLLM, a cutting-edge open source framework designed to simplify the deployment and management of large language models with very less throughput.

Large Language Models 306

Large Language Models LLM Generative AI AI 306

Analytics Vidhya

APRIL 15, 2024

RAG is what is necessary for the Large Language Models (LLMs) to provide or generate accurate and factual answers. Introduction Retrieval Augmented-Generation (RAG) has taken the world by Storm ever since its inception.

Large Language Models 349

Large Language Models LLM BERT OpenAI 349

Analytics Vidhya

MAY 10, 2024

Introduction Large Language Models (LLMs) are crucial in various applications such as chatbots, search engines, and coding assistants. Batching, a key technique, helps manage […] The post LLMs Get a Speed Boost: New Tech Makes Them BLAZING FAST!

Large Language Models 336

Large Language Models LLM Chatbots Deep Learning 336

Analytics Vidhya

MAY 28, 2024

This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology. One effective approach involves using parameter-efficient fine-tuning techniques like low-rank adaptation (LoRA) combined with instruction fine-tuning.

Large Language Models 336

Large Language Models Generative AI Python Machine Learning 336

Analytics Vidhya

JUNE 19, 2024

With the growing popularity of large language models, Autonomous Agents are becoming a topic of discussion. Introduction “AI Agentic workflow will drive massive progress this year,” commented Andrew Ng, highlighting the significant advancements anticipated in AI.

Large Language Models 343

Large Language Models AI AI LLM 343

AI News

MARCH 28, 2024

Databricks has announced the launch of DBRX, a powerful new open-source large language model that it claims sets a new bar for open models by outperforming established options like GPT-3.5 Analysts said it could drive a shift from closed to open source as fine-tuned open models match proprietary performance.

Large Language Models 341

Large Language Models Big Data LLM Generative AI 341

Analytics Vidhya

MAY 2, 2024

Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses.

Large Language Models 337

Large Language Models LLM Generative AI AI 337

Analytics Vidhya

APRIL 21, 2024

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

Analytics Vidhya

JULY 19, 2024

OpenAI has traditionally focused on large language models (LLMs), which take a lot of computing power and have significant costs associated with using them. However, with this release, they are officially venturing into small language […] The post Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Large Language Models 328

Large Language Models OpenAI Generative AI Python 328

Analytics Vidhya

APRIL 14, 2024

French startup, Mistral AI, has launched its latest large language model (LLM), Mixtral 8x22B, into the artificial intelligence (AI) landscape. Similar to its previous models, this too aligns with Mistral’s commitment to open-source development.

Large Language Models 336

Large Language Models Artificial Intelligence Artificial Intelligence OpenAI 336

Analytics Vidhya

APRIL 18, 2024

Meta has unveiled its much-awaited Llama 3 model, marking a significant milestone in the field of open-source large language models (LLMs). This new model sets a new standard for LLMs with enhanced capabilities and a commitment to responsible development.

Large Language Models 334

Large Language Models Artificial Intelligence Artificial Intelligence AI 334

Analytics Vidhya

APRIL 20, 2024

Introduction Large Language Models (LLMs) are becoming increasingly valuable tools in data science, generative AI (GenAI), and AI. LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing.

LLM 328

LLM Large Language Models Natural Language Processing Data Analysis 328

Analytics Vidhya

JULY 19, 2024

Introduction In an era where artificial intelligence is reshaping industries, controlling the power of Large Language Models (LLMs) has become crucial for innovation and efficiency.

LLM 329

LLM Large Language Models Artificial Intelligence Artificial Intelligence 329

Analytics Vidhya

MAY 1, 2024

Introduction The Phi model from Microsoft has been at the forefront of many open-source Large Language Models. Phi architecture has led to all the popular small open-source models that we see today which include TPhixtral, Phi-DPO, and others.

Large Language Models 328

Large Language Models LLM Artificial Intelligence Artificial Intelligence 328

Analytics Vidhya

SEPTEMBER 19, 2024

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have become the de-facto standard for building intelligent AI assistants answering questions on custom enterprise data without the hassles of expensive fine-tuning of large language models (LLMs).

Large Language Models 319

Large Language Models AI AI Generative AI 319

Analytics Vidhya

MAY 16, 2024

Introduction Running Large Language Models (LLMs) locally on your computer offers a convenient and privacy-preserving solution for accessing powerful AI capabilities without relying on cloud-based services. In this guide, we explore several methods for setting up and running LLMs directly on your machine.

Large Language Models 318

Large Language Models AI AI Chatbots 318

Analytics Vidhya

MAY 8, 2024

Introduction Open large language models (LLMs) in healthcare are enhancing our approach to medical information, offering greater access and improved accuracy. The latest addition to this domain is the Aloe family of LLMs, which expands access to medical knowledge and refines the precision of online health data.

Large Language Models 318

Large Language Models Artificial Intelligence Artificial Intelligence AI 318

Analytics Vidhya

MAY 8, 2024

Introduction Since ChatGPT launched in September 2022, have you noticed how many new large language models (LLMs) have been released? That’s because there’s a big rush in the tech world to create better and smarter models. It’s hard to keep count, right?

Large Language Models 319

Large Language Models ChatGPT Generative AI AI 319

Analytics Vidhya

JULY 8, 2024

Introduction Prompt engineering is key to dealing with large language models (LLMs) such as GPT-4. “Temperature,” one of the most important prompt engineering parameters, greatly impacts the model’s behavior and output.

Prompt Engineering 317

Prompt Engineering Prompt Engineer Large Language Models Python 317

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

JULY 23, 2024

Introduction Recent software and hardware advancements have opened up exciting possibilities, making running large language models (LLMs) on personal computers feasible. One fantastic tool that makes this easier is LM Studio. In this article, we’ll dive into how to run an LLM locally using LM Studio.

LLM 316

LLM Large Language Models 316

Analytics Vidhya

JULY 11, 2024

They avoid the hassles of expensive fine-tuning of Large Language Models (LLMs). Introduction Retrieval Augmented Generation systems, better known as RAG systems, have quickly become popular for building Generative AI assistants on custom enterprise data.

Large Language Models 312

Large Language Models Generative AI AI AI 312

Analytics Vidhya

MAY 6, 2024

It discusses how this framework dynamically selects the most suitable method for large language models (LLMs) based on query complexity. Introduction This article explores Adaptive Question-Answering (QA) frameworks, specifically the Adaptive RAG strategy.

Large Language Models 318

Large Language Models LLM Generative AI Python 318

Analytics Vidhya

JUNE 25, 2024

In this guide, we’ll create a chatbot using LangChain, a powerful framework that simplifies the process of working with large language models. Introduction Chatbots have become an integral part of modern applications, providing users with interactive and engaging experiences. appeared first on Analytics Vidhya.

Chatbots 318

Chatbots Large Language Models Generative AI Python 318

Analytics Vidhya

MAY 7, 2024

Introduction Have you heard of Llama 3, the open-source powerhouse in large language models? It’s causing quite a stir in the tech community! But if you want to unlock its potential without the hassle of running it locally? Groq, a user-friendly API platform, can be your key.

Large Language Models 319

Large Language Models Data Science Python Artificial Intelligence 319

Analytics Vidhya

JUNE 11, 2024

Introduction Fine-tuning enables large language models to better align with specific tasks, teach new facts, and incorporate new information. Fine-tuning significantly improves performance compared to prompting, typically surpassing larger models due to its speed and cost-effectiveness.

Large Language Models 319

Large Language Models AI AI Artificial Intelligence 319

Analytics Vidhya

SEPTEMBER 15, 2024

Introduction Recently, with the rise of large language models and AI, we have seen innumerable advancements in natural language processing. Models in domains like text, code, and image/video generation have archived human-like reasoning and performance.

Large Language Models 318

Large Language Models Natural Language Processing Prompt Engineering Prompt Engineer 318

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

JUNE 1, 2024

Introduction Prompt engineering has become pivotal in leveraging Large Language models (LLMs) for diverse applications. However, advancing to more sophisticated methods allows us to create highly effective, context-aware, and robust language models.

Prompt Engineering 316

Prompt Engineering Prompt Engineer Large Language Models Python 316