LLM - Artificial Intelligence Zone

How to Run LLM Locally Using LM Studio?

Analytics Vidhya

JULY 23, 2024

In this article, we’ll dive into how to run an LLM locally using LM Studio. We’ll walk through the essential steps, explore potential challenges, […] The post How to Run LLM Locally Using LM Studio? One fantastic tool that makes this easier is LM Studio. appeared first on Analytics Vidhya.

LLM

LLM Large Language Models

Efficient LLM Workflows with LangChain Expression Language

Analytics Vidhya

JUNE 25, 2024

Introduction The advancements in LLM world is growing fast and the next chapter in AI application development is here. Initially known for proof-of-concepts, LangChain has rapidly evolved into a powerhouse Python library for LLM interactions. LangChain Expression Language (LCEL) isn’t just an upgrade—it’s a game-changer.

LLM

LLM Python Large Language Models AI

Optimizing AI Performance: A Guide to Efficient LLM Deployment

Analytics Vidhya

JULY 19, 2024

To unlock such potential, businesses must master […] The post Optimizing AI Performance: A Guide to Efficient LLM Deployment appeared first on Analytics Vidhya. Imagine a world where customer service chatbots not only understand but anticipate your needs, or where complex data analysis tools provide insights instantaneously.

LLM

LLM Large Language Models Artificial Intelligence Artificial Intelligence

Webinars

Breaking New Ground: Managing Innovation Fatigue With Effective Automation

Demystifying DAPs: A Practical Guide to Digital Adoption Success

The AI Superhero Approach to Product Management

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How to Run LLM Models Locally with Ollama?

Analytics Vidhya

JULY 22, 2024

Enter Ollama, the platform that makes working with open-source LLMs a breeze. Imagine […] The post How to Run LLM Models Locally with Ollama? But let’s be honest—setting up your environment and getting these models to run smoothly on your machine can be a real headache. appeared first on Analytics Vidhya.

LLM

LLM Large Language Models AI AI

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase

Join Travis Addair, CTO of Predibase, and Shreya Rajpal, Co-Founder and CEO at Guardrails AI, in this exclusive webinar to learn: How guardrails can be used to mitigate risks and enhance the safety and efficiency of LLMs, delving into specific techniques and advanced control mechanisms that enable developers to optimize model performance effectively (..)

Large Language Models

Guide to LLM Observability and Evaluations for RAG Application

Analytics Vidhya

JUNE 19, 2024

Introduction In the fast-evolving world of AI, it’s crucial to keep track of your API costs, especially when building LLM-based applications such as Retrieval-Augmented Generation (RAG) pipelines in production.

LLM

LLM Large Language Models AI AI

Full Guide on LLM Synthetic Data Generation

Unite.AI

JULY 5, 2024

In this comprehensive guide, we'll explore LLM-driven synthetic data generation, diving deep into its methods, applications, and best practices. Introduction to Synthetic Data Generation with LLMs Synthetic data generation using LLMs involves leveraging these advanced AI models to create artificial datasets that mimic real-world data.

LLM

LLM Prompt Engineer Prompt Engineering Data Scarcity

Alibaba’s LLM-R2: Revolutionizing SQL Query Efficiency

Analytics Vidhya

APRIL 23, 2024

Alibaba, in collaboration with Nanyang Technological University and Singapore University of Technology and Design, unveils LLM-R2, an innovative system aimed at enhancing SQL query efficiency. Also Read: […] The post Alibaba’s LLM-R2: Revolutionizing SQL Query Efficiency appeared first on Analytics Vidhya.

LLM

LLM Large Language Models

Building Reliable Agent using Advanced Rag Techniques, LangGraph, and Cohere LLM

Analytics Vidhya

MAY 23, 2024

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

LLM

LLM Large Language Models

LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Greg Loughnane and Chris Alexiuk in this exciting webinar to learn all about: How to design and implement production-ready systems with guardrails, active monitoring of key evaluation metrics beyond latency and token count, managing prompts, and understanding the process for continuous improvement Best practices for setting up the proper mix of open- (..)

LLM

30+ LLM Interview Questions and Answers

Analytics Vidhya

APRIL 20, 2024

LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing. In tech-driven […] The post 30+ LLM Interview Questions and Answers appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Natural Language Processing Data Analysis

Qwen2: Alibaba Cloud’s Open-Source LLM

Analytics Vidhya

JUNE 12, 2024

These companies are releasing these models in various sizes and making sure to keep their licenses so that anyone can use […] The post Qwen2: Alibaba Cloud’s Open-Source LLM appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Deep Learning Python

RAG and Streamlit Chatbot: Chat with Documents Using LLM

Analytics Vidhya

APRIL 30, 2024

The interface will be generated using Streamlit, and the chatbot will use open-source Large Language Model (LLM) models, making […] The post RAG and Streamlit Chatbot: Chat with Documents Using LLM appeared first on Analytics Vidhya.

Chatbots

Chatbots LLM Large Language Models AI

How to Build Reliable LLM Applications with Phidata?

Analytics Vidhya

MAY 30, 2024

In most of the recent applications developed across many problem statements, LLMs are part of it. Most of the NLP space, including Chatbots, Sentiment Analysis, Topic Modelling, and many more, is being handled by Large Language […] The post How to Build Reliable LLM Applications with Phidata?

LLM

LLM Large Language Models NLP Chatbots

How to Leverage AI for Actionable Insights in BI, Data, and Analytics

Learn how you can bring your own LLM or SLM and enhance your application with embedded analytics and BI powered by Logi Symphony. Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.

AI

Hugging Face Launches Open Medical-LLM Leaderboard to Evaluate GenAI in Healthcare

Analytics Vidhya

APRIL 24, 2024

Hugging Face has launched an Open Medical-LLM Leaderboard aiming to address these concerns. Let’s find out how this helps improve healthcare and […] The post Hugging Face Launches Open Medical-LLM Leaderboard to Evaluate GenAI in Healthcare appeared first on Analytics Vidhya.

LLM

LLM Generative AI AI Modeling AI

PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning

Analytics Vidhya

APRIL 17, 2024

It offers a range of features and tools to empower developers in customizing and optimizing LLMs for various use cases. Also Read: Pytorch […] The post PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Python

LangChain: Automating Large Language Model (LLM) Evaluation

Analytics Vidhya

JANUARY 29, 2024

As LLMs become more powerful and sophisticated, so does the importance of measuring the performance of LLM-based applications. Evaluating LLMs is […] The post LangChain: Automating Large Language Model (LLM) Evaluation appeared first on Analytics Vidhya. Prominent examples include OpenAI’s GPT-3.5,

Large Language Models

Large Language Models LLM Automation OpenAI

9 Best Large Language Model (LLM) Books of All Time

Analytics Vidhya

MARCH 26, 2024

Whether you’re an avid reader, a language aficionado, or simply curious about the power of words, join us as we unveil the top 9 LLM books of all time. From intriguing […] The post 9 Best Large Language Model (LLM) Books of All Time appeared first on Analytics Vidhya.

Large Language Models

Large Language Models LLM

Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)

Unite.AI

MARCH 5, 2024

Large Language Models (LLMs) are revolutionizing how we process and generate language, but they're imperfect. Just like humans might see shapes in clouds or faces on the moon, LLMs can also ‘hallucinate,' creating information that isn’t accurate. Let’s take a closer look at how RAG makes LLMs more accurate and reliable.

LLM

LLM Large Language Models Prompt Engineer Prompt Engineering

How to Use Gemma LLM?

Analytics Vidhya

FEBRUARY 27, 2024

LLMs have even shown promise in more specialized domains, like healthcare, finance, and law. Google has been […] The post How to Use Gemma LLM? appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Natural Language Processing BERT

PyTorch’s TorchTune: Revolutionizing LLM Fine-Tuning

Analytics Vidhya

APRIL 19, 2024

PyTorch released the alpha tourchtune, a PyTorch native library […] The post PyTorch’s TorchTune: Revolutionizing LLM Fine-Tuning appeared first on Analytics Vidhya. TorchTune, a new PyTorch library, tackles this challenge head-on by offering an intuitive and extensible solution.

LLM

LLM Large Language Models Python Machine Learning

Apple Secretly Launches Its First Open-Source LLM, Ferret

Analytics Vidhya

DECEMBER 29, 2023

Apple has quietly introduced Ferret, its first open-source multimodal large language model (LLM), marking a significant departure from its traditional secretive approach. Developed in collaboration with Columbia University, Ferret integrates language understanding with image analysis, promising groundbreaking applications in various fields.

LLM

LLM Large Language Models Artificial Intelligence Artificial Intelligence

Meta’s LLM Compiler: Innovating Code Optimization with AI-Powered Compiler Design

Unite.AI

JULY 8, 2024

Meta's latest achievement, the Large Language Model (LLM) Compiler , is a significant advancement in this field. This article explores Meta's groundbreaking development, discussing current challenges in code optimization and AI capabilities, and how the LLM Compiler aims to address these issues.

LLM

LLM Large Language Models Software Development Software Engineer

Fundamental Principles of Langchain in LLM Based Application Development

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction We live in an age where large language models (LLMs) are on the rise. One of the first things that comes to mind nowadays when we hear LLM is OpenAI’s ChatGPT. Now, did you know that ChatGPT is not exactly an LLM but an application that runs on LLM models like GPT 3.5

LLM

LLM Large Language Models OpenAI ChatGPT

Using Llamafiles to Simplify LLM Execution

Analytics Vidhya

JANUARY 18, 2024

One has to download a set of 3rd party software to load these LLMs or download Python and create an environment by downloading a lot of Pytorch and HuggingFace Libraries.

LLM

LLM Large Language Models Python Deep Learning

Building an LLM Model using Google Gemini API

Analytics Vidhya

DECEMBER 15, 2023

More than a year after the GPT models were released, there were no big moves from Google, apart from the PaLM API, which […] The post Building an LLM Model using Google Gemini API appeared first on Analytics Vidhya.

LLM

LLM OpenAI ChatGPT AI

10 Open Source Datasets for LLM Training

Analytics Vidhya

APRIL 23, 2024

Just like humans learn from exposure to information, LLMs […] The post 10 Open Source Datasets for LLM Training appeared first on Analytics Vidhya. But have you ever wondered what fuels these robust AI systems? The answer lies in the vast datasets used to train them.

LLM

LLM Large Language Models ChatGPT AI

Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

Analytics Vidhya

MAY 8, 2024

Ludwig, a low-code framework, is designed […] The post Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA appeared first on Analytics Vidhya. However, to fully utilize their capabilities, they need to be fine-tuned for specific use cases.

LLM

LLM NLP Artificial Intelligence Artificial Intelligence

How to Build LLM Apps Using Vector Database?

Analytics Vidhya

OCTOBER 12, 2023

Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc., LLMs use deep learning techniques to perform natural language processing tasks.

LLM

LLM Natural Language Processing Large Language Models Deep Learning

Building Invoice Extraction Bot using LangChain and LLM

Analytics Vidhya

OCTOBER 1, 2023

The introduction of Generative AI took all of us by storm and many things were simplified using the LLM model. The large language model […] The post Building Invoice Extraction Bot using LangChain and LLM appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Machine Learning Generative AI

Orca LLM: Simulating the Reasoning Processes of ChatGPT

Analytics Vidhya

JANUARY 2, 2024

Recently, a groundbreaking development called Orca LLM (Logical and Linguistic Model) has taken center stage, aiming to simulate […] The post Orca LLM: Simulating the Reasoning Processes of ChatGPT appeared first on Analytics Vidhya.

LLM

LLM ChatGPT Artificial Intelligence Artificial Intelligence

LLM in a Flash: Efficient Inference with Limited Memory

Analytics Vidhya

DECEMBER 26, 2023

In a significant stride for artificial intelligence, researchers introduce an inventive method to efficiently deploy Large Language Models (LLMs) on devices with limited memory.

LLM

LLM Large Language Models Natural Language Processing Artificial Intelligence

LLM-Driven Text-to-Image With DiffusionGPT

Analytics Vidhya

FEBRUARY 8, 2024

It’s not your run-of-the-mill text-to-image system; it is driven by LLM (Large Language Models). Picture this: a system that doesn’t just create images but does it in style, handling all sorts of prompts […] The post LLM-Driven Text-to-Image With DiffusionGPT appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Deep Learning Artificial Intelligence

Databricks DBRX: The Open-Source LLM Taking on the Giants

Analytics Vidhya

MARCH 30, 2024

Large Language Models (LLMs) are the driving force behind AI revolution, but the game just got a major plot twist. Databricks DBRX, a groundbreaking open-source LLM, is here to challenge the status quo. Outperforming established models and going toe-to-toe with industry leaders, DBRX boasts superior performance and efficiency.

LLM

LLM Large Language Models AI AI

Building LLM-Powered Applications with LangChain

Analytics Vidhya

JULY 5, 2023

Among these advancements is the revolutionary Language Model, known as the LLM (Large Language Model), which has completely transformed the way we interact with […] The post Building LLM-Powered Applications with LangChain appeared first on Analytics Vidhya.

LLM

LLM Natural Language Processing Large Language Models NLP

Optimizing LLM Deployment: vLLM PagedAttention and the Future of Efficient AI Serving

Unite.AI

JULY 23, 2024

In this comprehensive guide, we'll explore the landscape of LLM serving, with a particular focus on vLLM (vector Language Model), a solution that's reshaping the way we deploy and interact with these powerful models. Example: Consider a relatively modest LLM with 13 billion parameters, such as LLaMA-13B.

LLM

LLM Large Language Models Chatbots AI

World’s Most Powerful Supercomputer Achieves 1 Trillion Parameter LLM Run

Analytics Vidhya

JANUARY 9, 2024

In a groundbreaking development, the Frontier supercomputer, powered by AMD technology, has achieved a monumental feat by successfully running a 1 trillion parameter Large Language Model (LLM).

LLM

LLM Large Language Models AI Modeling AI

26 Prompting Principles to Improve LLM Performance

Analytics Vidhya

JANUARY 5, 2024

In this comprehensive guide, we will explore the importance of prompt engineering and delve into 26 prompting principles that can significantly improve LLM performance. How […] The post 26 Prompting Principles to Improve LLM Performance appeared first on Analytics Vidhya.

LLM

LLM Prompt Engineer Prompt Engineering Large Language Models

Training Your Own LLM Without Coding

Analytics Vidhya

SEPTEMBER 21, 2023

In this article, we’ll explore the fascinating realm of Large Language Models (LLMs), their building blocks, the challenges posed by closed-source LLMs, and the emergence of open-source models. We’ll also […] The post Training Your Own LLM Without Coding appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Generative AI AI

Discover the Groundbreaking LLM Development of Mixtral 8x7B

Analytics Vidhya

JANUARY 14, 2024

Departing from the strategies of most Language Models (LLMs), Mixtral 8x7B is a fascinating […] The post Discover the Groundbreaking LLM Development of Mixtral 8x7B appeared first on Analytics Vidhya.

LLM

LLM Neural Network

MARKLLM: An Open-Source Toolkit for LLM Watermarking

Unite.AI

JULY 9, 2024

LLM watermarking, which integrates imperceptible yet detectable signals within model outputs to identify text generated by LLMs, is vital for preventing the misuse of large language models. Conversely, the Christ Family alters the sampling process during LLM text generation, embedding a watermark by changing how tokens are selected.

LLM

LLM Large Language Models Algorithm Automation

All You Need to Know About Gemma, the Open-Source LLM Powerhouse

Analytics Vidhya

FEBRUARY 24, 2024

Continuing this legacy, Google has introduced Gemma, an LLM built for responsible AI development, leveraging the same research and technology that powered the Gini models. What is Gemma LLM? Gemma […] The post All You Need to Know About Gemma, the Open-Source LLM Powerhouse appeared first on Analytics Vidhya.

LLM

LLM BERT Responsible AI AI Researcher

Empower Your Research with a Tailored LLM-Powered AI Assistant

Analytics Vidhya

OCTOBER 23, 2023

ResearchBot is a cutting-edge LLM-powered application project that uses the capabilities of OpenAI’s LLM (Large Language Models) with Langchain for Information retrieval.

LLM

LLM Large Language Models OpenAI AI

How to Run LLM Locally Using LM Studio?

Efficient LLM Workflows with LangChain Expression Language

Webinars

Trending Sources

Optimizing AI Performance: A Guide to Efficient LLM Deployment

Webinars

How to Run LLM Models Locally with Ollama?

LLMOps for Your Data: Best Practices to Ensure Safety, Quality, and Cost

Guide to LLM Observability and Evaluations for RAG Application

Full Guide on LLM Synthetic Data Generation

Alibaba’s LLM-R2: Revolutionizing SQL Query Efficiency

Building Reliable Agent using Advanced Rag Techniques, LangGraph, and Cohere LLM

LLMs in Production: Tooling, Process, and Team Structure

30+ LLM Interview Questions and Answers

Qwen2: Alibaba Cloud’s Open-Source LLM

RAG and Streamlit Chatbot: Chat with Documents Using LLM

How to Build Reliable LLM Applications with Phidata?

How to Leverage AI for Actionable Insights in BI, Data, and Analytics

Hugging Face Launches Open Medical-LLM Leaderboard to Evaluate GenAI in Healthcare

PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning

LangChain: Automating Large Language Model (LLM) Evaluation

9 Best Large Language Model (LLM) Books of All Time

Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)

How to Use Gemma LLM?

PyTorch’s TorchTune: Revolutionizing LLM Fine-Tuning

Apple Secretly Launches Its First Open-Source LLM, Ferret

Meta’s LLM Compiler: Innovating Code Optimization with AI-Powered Compiler Design

Fundamental Principles of Langchain in LLM Based Application Development

Using Llamafiles to Simplify LLM Execution

Building an LLM Model using Google Gemini API

10 Open Source Datasets for LLM Training

Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

How to Build LLM Apps Using Vector Database?

Building Invoice Extraction Bot using LangChain and LLM

Orca LLM: Simulating the Reasoning Processes of ChatGPT

LLM in a Flash: Efficient Inference with Limited Memory

LLM-Driven Text-to-Image With DiffusionGPT

Databricks DBRX: The Open-Source LLM Taking on the Giants

Building LLM-Powered Applications with LangChain

Optimizing LLM Deployment: vLLM PagedAttention and the Future of Efficient AI Serving

World’s Most Powerful Supercomputer Achieves 1 Trillion Parameter LLM Run

26 Prompting Principles to Improve LLM Performance

Training Your Own LLM Without Coding

Discover the Groundbreaking LLM Development of Mixtral 8x7B

MARKLLM: An Open-Source Toolkit for LLM Watermarking

All You Need to Know About Gemma, the Open-Source LLM Powerhouse

Empower Your Research with a Tailored LLM-Powered AI Assistant

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