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

Andrej Karpathy Praises DeepSeek V3’s Frontier LLM, Trained on a $6M Budget

Analytics Vidhya

DECEMBER 27, 2024

Last year, the DeepSeek LLM made waves with its impressive 67 billion parameters, meticulously trained on an expansive dataset of 2 trillion tokens in English and Chinese comprehension. Setting new benchmarks for research collaboration, DeepSeek ingrained the AI community by open-sourcing both its 7B/67B Base and Chat models.

LLM

LLM AI AI Generative AI

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

Webinars

7 HR Priorities for 2025 to Supercharge Your Employee Experience

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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

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

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 ChatGPT OpenAI 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

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

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

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

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 Engineering Prompt Engineer

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

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

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

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

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

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

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

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

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

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

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

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

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

The LLM Car: A Breakthrough in Human-AV Communication

Unite.AI

SEPTEMBER 19, 2024

Throughout the experiments, the LLM-assisted AV responded to both pre-learned and novel commands from passengers. Participants reported significantly lower rates of discomfort compared to typical experiences in level four AVs without LLM assistance. Additional parking tests were performed in the lot of Purdue's Ross-Ade Stadium.

LLM

LLM Large Language Models Artificial Intelligence Artificial Intelligence

Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting

Analytics Vidhya

NOVEMBER 23, 2023

So, your […] The post Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting appeared first on Analytics Vidhya. They magically turn spoken words into written notes, letting you easily pick out the gems and create handy bullet points.

LLM

LLM Generative AI Python Machine Learning

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

Enterprise LLM APIs: Top Choices for Powering LLM Applications in 2024

Unite.AI

SEPTEMBER 19, 2024

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. Why LLM APIs Matter for Enterprises LLM APIs enable enterprises to access state-of-the-art AI capabilities without building and maintaining complex infrastructure.

LLM

LLM Automation Large Language Models OpenAI

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

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

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

How Can Prompt Engineering Transform LLM Reasoning Ability?

Analytics Vidhya

SEPTEMBER 6, 2024

Despite being trained on vast datasets, LLMs can falter with nuanced or context-heavy queries, leading to […] The post How Can Prompt Engineering Transform LLM Reasoning Ability? This struggle often stems from the models’ limited reasoning capabilities or difficulty in processing complex prompts.

Prompt Engineer

Prompt Engineer Prompt Engineering LLM Large Language Models

Meta raises the bar with open source Llama 3 LLM

AI News

APRIL 19, 2024

Meta has introduced Llama 3 , the next generation of its state-of-the-art open source large language model (LLM). Claude, and other LLMs of comparable scale in human evaluations across 12 key usage scenarios like coding, reasoning, and creative writing. in real-world scenarios.

LLM

LLM Large Language Models Big Data Responsible 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

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

7 LLM Parameters to Enhance Model Performance (With Practical Implementation)

Analytics Vidhya

OCTOBER 3, 2024

Most people don’t even realize the secret lies in LLM parameters. If you’ve ever wondered how AI models like ChatGPT generate […] The post 7 LLM Parameters to Enhance Model Performance (With Practical Implementation) appeared first on Analytics Vidhya. It crafts tailored, coherent responses that almost feel human.

LLM

LLM ChatGPT AI Modeling 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

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

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

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

Asynchronous LLM API Calls in Python: A Comprehensive Guide

Unite.AI

SEPTEMBER 2, 2024

This is where asynchronous programming shines, allowing us to maximize throughput and minimize latency when working with LLM APIs. In this comprehensive guide, we'll explore the world of asynchronous LLM API calls in Python. Consider a scenario where we need to generate summaries for 100 different articles using an LLM API.

LLM

LLM Python OpenAI Artificial Intelligence

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

Andrej Karpathy Praises DeepSeek V3’s Frontier LLM, Trained on a $6M Budget

Webinars

Trending Sources

How to Use Gemma LLM?

Webinars

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

LLMs in Production: Tooling, Process, and Team Structure

Apple Secretly Launches Its First Open-Source LLM, Ferret

Building an LLM Model using Google Gemini API

Fundamental Principles of Langchain in LLM Based Application Development

Alibaba’s LLM-R2: Revolutionizing SQL Query Efficiency

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

LangChain: Automating Large Language Model (LLM) Evaluation

Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)

30+ LLM Interview Questions and Answers

Guide to LLM Observability and Evaluations for RAG Application

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

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

How LLM Unlearning Is Shaping the Future of AI Privacy

Efficient LLM Workflows with LangChain Expression Language

Optimizing AI Performance: A Guide to Efficient LLM Deployment

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

Amazon trains 980M parameter LLM with ’emergent abilities’

15 Most Frequently Asked Questions About LLM Agents

How to Build LLM Apps Using Vector Database?

10 Business Applications of LLM Agents

Alibaba Marco-o1: Advancing LLM reasoning capabilities

PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning

The LLM Car: A Breakthrough in Human-AV Communication

Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting

Full Guide on LLM Synthetic Data Generation

Enterprise LLM APIs: Top Choices for Powering LLM Applications in 2024

Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Abstraction

How to Run LLM Locally Using LM Studio?

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

How to Run LLM Models Locally with Ollama?

How Can Prompt Engineering Transform LLM Reasoning Ability?

Meta raises the bar with open source Llama 3 LLM

10 Open Source Datasets for LLM Training

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

7 LLM Parameters to Enhance Model Performance (With Practical Implementation)

Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

Qwen2: Alibaba Cloud’s Open-Source LLM

PyTorch’s TorchTune: Revolutionizing LLM Fine-Tuning

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

Asynchronous LLM API Calls in Python: A Comprehensive Guide

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