LLM and Machine Learning - Artificial Intelligence Zone

Machine Learning Experiment Tracking Using MLflow

Analytics Vidhya

SEPTEMBER 22, 2023

Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated.

Machine Learning

Machine Learning Data Scientist ML LLM

A Beginners Guide to LLMOps For Machine Learning Engineering

Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps.

Machine Learning

Machine Learning Large Language Models Artificial Intelligence Artificial Intelligence

Building Invoice Extraction Bot using LangChain and LLM

Analytics Vidhya

OCTOBER 1, 2023

For invoice extraction, one has to gather data, build a document search machine learning model, model fine-tuning etc. The introduction of Generative AI took all of us by storm and many things were simplified using the LLM model.

LLM

LLM Large Language Models Machine Learning Generative AI

Webinars

AI for Paralegals: Everything You Need to Know (and How to Use It Safely)

The Intersection of AI and Sales: Personalization Without Compromise

How to Achieve High-Accuracy Results When Using LLMs

Beyond the Buzz: How to Turn Marketing Trends into Revenue-Driving Strategies

MORE WEBINARS

Why There’s No Better Time to Learn LLM Development

Towards AI

NOVEMBER 5, 2024

However, a large amount of work has to be delivered to access the potential benefits of LLMs and build reliable products on top of these models. This work is not performed by machine learning engineers or software developers; it is performed by LLM developers by combining the elements of both with a new, unique skill set.

LLM

LLM Machine Learning Software Development AI Developer

LLMOps: The Next Frontier for Machine Learning Operations

Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses.

Machine Learning

Machine Learning Large Language Models LLM BERT

Researchers at Stanford Introduces LLM-Lasso: A Novel Machine Learning Framework that Leverages Large Language Models (LLMs) to Guide Feature Selection in Lasso ℓ1 Regression

Marktechpost

MARCH 5, 2025

Researchers from Stanford University and the University of Wisconsin-Madison introduce LLM-Lasso, a framework that enhances Lasso regression by integrating domain-specific knowledge from LLMs. Unlike previous methods that rely solely on numerical data, LLM-Lasso utilizes a RAG pipeline to refine feature selection.

Large Language Models

Large Language Models LLM Machine Learning Prompt Engineering

Reducing hallucinations in LLM agents with a verified semantic cache using Amazon Bedrock Knowledge Bases

AWS Machine Learning Blog

FEBRUARY 21, 2025

Similar to how a customer service team maintains a bank of carefully crafted answers to frequently asked questions (FAQs), our solution first checks if a users question matches curated and verified responses before letting the LLM generate a new answer. No LLM invocation needed, response in less than 1 second.

LLM

LLM Large Language Models Natural Language Processing Machine Learning

Design Patterns in Python for AI and LLM Engineers: A Practical Guide

Unite.AI

NOVEMBER 25, 2024

For AI and large language model (LLM) engineers , design patterns help build robust, scalable, and maintainable systems that handle complex workflows efficiently. This article dives into design patterns in Python, focusing on their relevance in AI and LLM -based systems. loading models, data preprocessing pipelines).

Python

Python LLM AI Engineer AI

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

Time series forecasting with LLM-based foundation models and scalable AIOps on AWS

AWS Machine Learning Blog

MARCH 5, 2025

However, traditional machine learning approaches often require extensive data-specific tuning and model customization, resulting in lengthy and resource-heavy development. Enter Chronos , a cutting-edge family of time series models that uses the power of large language model ( LLM ) architectures to break through these hurdles.

LLM

LLM Machine Learning Natural Language Processing Computer Vision

Exploring MPT-7B/30B: The Latest Breakthrough in Open-Source LLM Technology

Analytics Vidhya

JANUARY 4, 2024

Introduction Developing open-source libraries and frameworks in machine learning has revolutionized how we approach and implement various algorithms and models. What is […] The post Exploring MPT-7B/30B: The Latest Breakthrough in Open-Source LLM Technology appeared first on Analytics Vidhya.

LLM

LLM Machine Learning Algorithm Generative AI

Track LLM model evaluation using Amazon SageMaker managed MLflow and FMEval

AWS Machine Learning Blog

JANUARY 28, 2025

Evaluating large language models (LLMs) is crucial as LLM-based systems become increasingly powerful and relevant in our society. Rigorous testing allows us to understand an LLMs capabilities, limitations, and potential biases, and provide actionable feedback to identify and mitigate risk.

LLM

LLM Large Language Models ML Algorithm

Essential Practices for Building Robust LLM Pipelines

Analytics Vidhya

OCTOBER 8, 2024

While MLOps focuses on the lifecycle of machine learning models in general, LLM Ops addresses the complexities introduced by models with billions of parameters, such as handling resource-intensive […] The post Essential Practices for Building Robust LLM Pipelines appeared first on Analytics Vidhya.

LLM

LLM Large Language Models BERT 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 Engineering Prompt Engineer Data Scarcity

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

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 Data Analysis Artificial Intelligence

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

Microsoft Introduce AllHands: LLM Framework for Large-Scale Feedback Analysis

Analytics Vidhya

MARCH 25, 2024

Existing methods rely heavily on human labeling of data to train machine learning models.

LLM

LLM Machine Learning

LLM-as-a-judge on Amazon Bedrock Model Evaluation

AWS Machine Learning Blog

FEBRUARY 12, 2025

The evaluation of large language model (LLM) performance, particularly in response to a variety of prompts, is crucial for organizations aiming to harness the full potential of this rapidly evolving technology. Both features use the LLM-as-a-judge technique behind the scenes but evaluate different things.

LLM

LLM Generative AI Automation 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

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

Cisco: Securing enterprises in the AI era

AI News

JANUARY 15, 2025

As you look to secure a LLM, the important thing to note is the model changes. The solution is self-optimising, using Ciscos proprietary machine learning algorithms to identify evolving AI safety and security concernsinformed by threat intelligence from Cisco Talos.

Big Data

Big Data AI AI LLM

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

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

Will LLM and Generative AI Solve a 20-Year-Old Problem in Application Security?

Unite.AI

JUNE 14, 2023

In this article, we will explore how Generative AI is relevant to security, why it addresses long-standing challenges that previous approaches couldn't solve, the potential disruptions it can bring to the security ecosystem, and how it differs from older Machine Learning (ML) models. appeared first on Unite.AI.

LLM

LLM Generative AI Machine Learning Automation

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

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

LlamaIndex: Augment your LLM Applications with Custom Data Easily

Unite.AI

OCTOBER 25, 2023

It demands substantial effort in data preparation, coupled with a difficult optimization procedure, necessitating a certain level of machine learning expertise. You have the flexibility to customize the underlying Large Language Model (LLM) as per your project needs. High-Level Concepts & some Insights 1.

LLM

LLM OpenAI Prompt Engineering Prompt Engineer

Meet SemiKong: The World’s First Open-Source Semiconductor-Focused LLM

Marktechpost

DECEMBER 27, 2024

SemiKong represents the worlds first semiconductor-focused large language model (LLM), designed using the Llama 3.1 The post Meet SemiKong: The Worlds First Open-Source Semiconductor-Focused LLM appeared first on MarkTechPost. Trending: LG AI Research Releases EXAONE 3.5:

LLM

LLM Large Language Models AI Tools Automation

MLPerf Inference v3.1 introduces new LLM and recommendation benchmarks

AI News

SEPTEMBER 12, 2023

The latest release of MLPerf Inference introduces new LLM and recommendation benchmarks, marking a leap forward in the realm of AI testing. introduces new LLM and recommendation benchmarks appeared first on AI News. The spotlight of MLPerf Inference v3.1 The comprehensive event is co-located with Digital Transformation Week.

LLM

LLM Big Data Computer Vision AI Chatbots

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 acquires LLM pioneer MosaicML for $1.3B

AI News

JUNE 28, 2023

MosaicML’s machine learning and neural networks experts are at the forefront of AI research, striving to enhance model training efficiency. Photo by Glen Carrie on Unsplash ) See also: MosaicML’s latest models outperform GPT-3 with just 30B parameters Want to learn more about AI and big data from industry leaders?

LLM

LLM Large Language Models Big Data Neural Network

The Many Faces of Reinforcement Learning: Shaping Large Language Models

Unite.AI

FEBRUARY 13, 2025

In recent years, Large Language Models (LLMs) have significantly redefined the field of artificial intelligence (AI), enabling machines to understand and generate human-like text with remarkable proficiency. Reinforcement Learning from Human Feedback (RLHF) One of the most widely used RL techniques in LLM training is RLHF.

Large Language Models

Large Language Models LLM Machine Learning ChatGPT

Simulation to Reality: Robots Now Train Themselves with the Power of LLM (DrEureka)

Analytics Vidhya

MAY 8, 2024

This approach is considered promising for acquiring robot skills at scale, as it allows for developing […] The post Simulation to Reality: Robots Now Train Themselves with the Power of LLM (DrEureka) appeared first on Analytics Vidhya.

Robotics

Robotics LLM Automation Large Language Models

10 Best JavaScript Frameworks for Building AI Systems (October 2024)

Unite.AI

OCTOBER 27, 2024

Developers can easily connect their applications with various LLM providers, databases, and external services while maintaining a clean and consistent API. stands as Google's flagship JavaScript framework for machine learning and AI development, bringing the power of TensorFlow to web browsers and Node.js TensorFlow.js

Neural Network

Neural Network Machine Learning NLP Natural Language Processing

LLM continuous self-instruct fine-tuning framework powered by a compound AI system on Amazon SageMaker

AWS Machine Learning Blog

FEBRUARY 21, 2025

Fine-tuning a pre-trained large language model (LLM) allows users to customize the model to perform better on domain-specific tasks or align more closely with human preferences. You can use supervised fine-tuning (SFT) and instruction tuning to train the LLM to perform better on specific tasks using human-annotated datasets and instructions.

LLM

LLM AI AI Data Scientist

Enhancing LLM Capabilities with NeMo Guardrails on Amazon SageMaker JumpStart

AWS Machine Learning Blog

FEBRUARY 5, 2025

In this blog post, we explore a real-world scenario where a fictional retail store, AnyCompany Pet Supplies, leverages LLMs to enhance their customer experience. We will provide a brief introduction to guardrails and the Nemo Guardrails framework for managing LLM interactions. What is Nemo Guardrails?

LLM

LLM Chatbots Conversational AI Large Language Models

Indosat Ooredoo Hutchison and Tech Mahindra Collaborate to Develop Garuda LLM

Analytics Vidhya

MARCH 4, 2024

Introduction Indosat Ooredoo Hutchison (IOH) and Tech Mahindra have partnered to create Garuda LLM, a Language Model (LLM) explicitly tailored for Bahasa Indonesia and its diverse dialects. This […] The post Indosat Ooredoo Hutchison and Tech Mahindra Collaborate to Develop Garuda LLM appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Deep Learning Data Science

Dr. Peter Garraghan, CEO, CTO & Co-Founder at Mindgard – Interview Series

Unite.AI

DECEMBER 30, 2024

As a professor specializing in computing systems, AI security, and machine learning, I have been driven to pursue science that generates large-scale impact on people's lives. It started over a decade ago, with my team at Lancaster University exploring fundamental challenges in AI and machine learning security.

Machine Learning

Machine Learning Chatbots LLM AI Modeling

Build agentic AI solutions with DeepSeek-R1, CrewAI, and Amazon SageMaker AI

Flipboard

FEBRUARY 10, 2025

DeepSeek-R1 is an advanced LLM developed by the AI startup DeepSeek. It employs reinforcement learning techniques to enhance its reasoning capabilities, enabling it to perform complex tasks such as mathematical problem-solving and coding. Access to code The code used in this post is available in the following GitHub repo.

LLM

LLM AI AI Python

TrueFoundry Secures $19 Million Series A Funding to Revolutionize AI Deployment

Unite.AI

FEBRUARY 6, 2025

The exponential rise of generative AI has brought new challenges for enterprises looking to deploy machine learning models at scale. TrueFoundry offers a unified Platform as a Service (PaaS) that empowers enterprise AI/ML teams to build, deploy, and manage large language model (LLM) applications across cloud and on-prem infrastructure.

DevOps

DevOps Machine Learning Large Language Models Automation

Attention Sinks for LLM – Endless Generation

Analytics Vidhya

DECEMBER 24, 2023

This is the promise of attention sinks, a revolutionary method that unlocks endless generation for LLMs. Learning Objectives This article was published as a part of the Data […] The post Attention Sinks for LLM – Endless Generation appeared first on Analytics Vidhya.

LLM

LLM Large Language Models Generative AI Artificial Intelligence

Meta launches Llama 2 open-source LLM

AI News

JULY 19, 2023

” The release of Llama 2 marks a turning point in the LLM (large language model) market and has already caught the attention of industry experts and enthusiasts alike. This laid the foundation for a fast-growing underground LLM development scene. The post Meta launches Llama 2 open-source LLM appeared first on AI News.

LLM

LLM Large Language Models Big Data ChatGPT

How Large Language Models Are Unveiling the Mystery of ‘Blackbox’ AI

Unite.AI

DECEMBER 19, 2024

LLMs are helping us connect the dots between complicated machine-learning models and those who need to understand them. LLMs as Explainable AI Tools One of the standout features of LLMs is their ability to use in-context learning (ICL). Lets dive into how theyre doing this.

Large Language Models

Large Language Models Explainable AI Explainability Conversational AI

Machine Learning Experiment Tracking Using MLflow

A Beginners Guide to LLMOps For Machine Learning Engineering

Webinars

Trending Sources

Building Invoice Extraction Bot using LangChain and LLM

Webinars

Why There’s No Better Time to Learn LLM Development

LLMOps: The Next Frontier for Machine Learning Operations

Researchers at Stanford Introduces LLM-Lasso: A Novel Machine Learning Framework that Leverages Large Language Models (LLMs) to Guide Feature Selection in Lasso ℓ1 Regression

Reducing hallucinations in LLM agents with a verified semantic cache using Amazon Bedrock Knowledge Bases

Design Patterns in Python for AI and LLM Engineers: A Practical Guide

Building an LLM Model using Google Gemini API

Time series forecasting with LLM-based foundation models and scalable AIOps on AWS

Exploring MPT-7B/30B: The Latest Breakthrough in Open-Source LLM Technology

Track LLM model evaluation using Amazon SageMaker managed MLflow and FMEval

Essential Practices for Building Robust LLM Pipelines

Full Guide on LLM Synthetic Data Generation

Overcoming LLM Hallucinations Using Retrieval Augmented Generation (RAG)

Optimizing AI Performance: A Guide to Efficient LLM Deployment

PyTorch’s TorchTune: Revolutionizing LLM Fine-Tuning

Microsoft Introduce AllHands: LLM Framework for Large-Scale Feedback Analysis

LLM-as-a-judge on Amazon Bedrock Model Evaluation

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

10 Open Source Datasets for LLM Training

Cisco: Securing enterprises in the AI era

Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

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

Will LLM and Generative AI Solve a 20-Year-Old Problem in Application Security?

Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting

Orca LLM: Simulating the Reasoning Processes of ChatGPT

LlamaIndex: Augment your LLM Applications with Custom Data Easily

Meet SemiKong: The World’s First Open-Source Semiconductor-Focused LLM

MLPerf Inference v3.1 introduces new LLM and recommendation benchmarks

LLM-Driven Text-to-Image With DiffusionGPT

Databricks acquires LLM pioneer MosaicML for $1.3B

The Many Faces of Reinforcement Learning: Shaping Large Language Models

Simulation to Reality: Robots Now Train Themselves with the Power of LLM (DrEureka)

10 Best JavaScript Frameworks for Building AI Systems (October 2024)

LLM continuous self-instruct fine-tuning framework powered by a compound AI system on Amazon SageMaker

Enhancing LLM Capabilities with NeMo Guardrails on Amazon SageMaker JumpStart

Indosat Ooredoo Hutchison and Tech Mahindra Collaborate to Develop Garuda LLM

Dr. Peter Garraghan, CEO, CTO & Co-Founder at Mindgard – Interview Series

Build agentic AI solutions with DeepSeek-R1, CrewAI, and Amazon SageMaker AI

TrueFoundry Secures $19 Million Series A Funding to Revolutionize AI Deployment

Attention Sinks for LLM – Endless Generation

Meta launches Llama 2 open-source LLM

How Large Language Models Are Unveiling the Mystery of ‘Blackbox’ AI

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