LLM - Artificial Intelligence Zone

Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge)

Eugene Yan

AUGUST 17, 2024

Use cases, techniques, alignment, finetuning, and critiques against LLM-evaluators.

LLM

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

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

Alibaba Marco-o1: Advancing LLM reasoning capabilities

AI News

NOVEMBER 28, 2024

Alibaba has announced Marco-o1, a large language model (LLM) designed to tackle both conventional and open-ended problem-solving tasks. The post Alibaba Marco-o1: Advancing LLM reasoning capabilities appeared first on AI News. Explore other upcoming enterprise technology events and webinars powered by TechForge here.

LLM

LLM Large Language Models Big Data OpenAI

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

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

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 ChatGPT OpenAI

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

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

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

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

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

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

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

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

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

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

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

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

Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

LLM

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

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

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

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

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

LLM Routing: Strategies, Techniques, and Python Implementation

Analytics Vidhya

AUGUST 28, 2024

For example, some LLMs excel at generating creative content, while others are better at factual accuracy or specific domain expertise.

LLM

LLM Python Large Language Models Algorithm

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

10 Business Applications of LLM Agents

Analytics Vidhya

SEPTEMBER 6, 2024

From supporting summarization, translation, and generation, LLMs like GPT-4, Gemini, and Llama have made it simple to work with content and data.

LLM

LLM Large Language Models Generative AI Artificial Intelligence

Amazon trains 980M parameter LLM with ’emergent abilities’

AI News

FEBRUARY 15, 2024

Researchers at Amazon have trained a new large language model (LLM) for text-to-speech that they claim exhibits “emergent” abilities. The post Amazon trains 980M parameter LLM with ’emergent abilities’ appeared first on AI News.

LLM

LLM Large Language Models Big Data Natural Language Processing

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

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

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

Mistral AI unveils LLM rivalling major players

AI News

FEBRUARY 27, 2024

Mistral AI, a France-based startup, has introduced a new large language model (LLM) called Mistral Large that it claims can compete with several top AI systems on the market. Mistral AI stated that Mistral Large outscored most major LLMs except for OpenAI’s recently launched GPT-4 in tests of language understanding.

LLM

LLM Large Language Models Big Data OpenAI

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

15 Most Frequently Asked Questions About LLM Agents

Analytics Vidhya

SEPTEMBER 14, 2024

Introduction Large language model (LLM) agents are advanced AI systems that use LLMs as their central computational engine. They have the ability to perform specific actions, make decisions, and interact with external tools or systems autonomously.

LLM

LLM Large Language Models AI 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

Llama-3.1-Storm-8B: The 8B LLM Powerhouse Surpassing Meta and Hermes Across Benchmarks

Analytics Vidhya

AUGUST 22, 2024

Storm-8B: The 8B LLM Powerhouse Surpassing Meta and Hermes Across Benchmarks appeared first on Analytics Vidhya. This fine-tuned version of Meta’s Llama 3.1 8B Instruct represents a leap forward in enhancing conversational and function-calling capabilities within the 8B parameter model class.

LLM

LLM Large Language Models Generative AI Artificial Intelligence

How LLM Unlearning Is Shaping the Future of AI Privacy

Unite.AI

OCTOBER 23, 2024

One emerging solution to address these concerns is LLM unlearning —a process that allows models to forget specific pieces of information without compromising their overall performance. This approach is gaining popularity as a vital step in protecting the privacy of LLMs while promoting their ongoing development.

LLM

LLM Large Language Models AI AI

Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Abstraction

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

LLM Large Language Models NLP Generative AI

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

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

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 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

Popular LLM Agent Tools for Customer Query Management

Analytics Vidhya

SEPTEMBER 20, 2024

Large language model (LLM) agents are the latest innovation in this context, boosting customer query management efficiently. They automate repetitive tasks with the help of LLM-powered chatbots, unlike typical customer query management.

LLM

LLM Large Language Models Chatbots Automation

Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge)

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

Trending Sources

Apple Secretly Launches Its First Open-Source LLM, Ferret

Alibaba Marco-o1: Advancing LLM reasoning capabilities

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

Efficient LLM Workflows with LangChain Expression Language

Fundamental Principles of Langchain in LLM Based Application Development

Guide to LLM Observability and Evaluations for RAG Application

30+ LLM Interview Questions and Answers

LLMs in Production: Tooling, Process, and Team Structure

LangChain: Automating Large Language Model (LLM) Evaluation

Building an LLM Model using Google Gemini API

Alibaba’s LLM-R2: Revolutionizing SQL Query Efficiency

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

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

How to Build LLM Apps Using Vector Database?

How to Use Gemma LLM?

LLM in a Flash: Efficient Inference with Limited Memory

Using Llamafiles to Simplify LLM Execution

Launching LLM-Based Products: From Concept to Cash in 90 Days

Building Invoice Extraction Bot using LangChain and LLM

How to Run LLM Locally Using LM Studio?

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

PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning

RAG and Streamlit Chatbot: Chat with Documents Using LLM

LLM Routing: Strategies, Techniques, and Python Implementation

How to Run LLM Models Locally with Ollama?

10 Business Applications of LLM Agents

Amazon trains 980M parameter LLM with ’emergent abilities’

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

Optimizing AI Performance: A Guide to Efficient LLM Deployment

Discover the Groundbreaking LLM Development of Mixtral 8x7B

Mistral AI unveils LLM rivalling major players

PyTorch’s TorchTune: Revolutionizing LLM Fine-Tuning

15 Most Frequently Asked Questions About LLM Agents

10 Open Source Datasets for LLM Training

Llama-3.1-Storm-8B: The 8B LLM Powerhouse Surpassing Meta and Hermes Across Benchmarks

How LLM Unlearning Is Shaping the Future of AI Privacy

Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Abstraction

Qwen2: Alibaba Cloud’s Open-Source LLM

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

Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

How to Build Reliable LLM Applications with Phidata?

Popular LLM Agent Tools for Customer Query Management

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