Modeling - Data Leaders Brief

A Comprehensive Guide to Implement HuggingFace Models Using Langchain

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.

Modeling

Modeling Analytics Deep Learning

Anthropic Unveils Their Fastest AI Model, Claude 3 Haiku

Analytics Vidhya

MARCH 14, 2024

Anthropic, a San Francisco-based startup, has recently launched Claude 3 Haiku, the latest addition to its Claude 3 family of AI models. Positioned as the fastest and most cost-effective model in its class, Haiku offers advanced vision capabilities and robust performance on industry benchmarks.

Modeling

Modeling Analytics IT

Mistral’s New Model Crushes Benchmarks in 4+ Languages

Analytics Vidhya

APRIL 21, 2024

Mixtral 8x22B by Mistral AI Crushes Benchmarks in 4+ Languages The post Mistral’s New Model Crushes Benchmarks in 4+ Languages appeared first on Analytics Vidhya.

Modeling

Modeling Analytics

Webinars

Apache Airflow®: The Ultimate Guide to DAG Writing

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Google DeepMind’s New AI Model Can Create Life!

Analytics Vidhya

MAY 9, 2024

Google DeepMind has just unveiled AlphaFold 3, a revolutionary AI model redefining biomolecular modeling. Unlike its predecessors, AlphaFold 3 extends its modeling skills beyond proteins. This new model is capable of generating DNA, RNA, and smaller molecules known as ligands. appeared first on Analytics Vidhya.

Modeling

Modeling Technology Analytics IT

Enhance Innovation and Governance Through the Cloud Development Maturity Model

Leverage the Cloud Development Environment Maturity Model to elevate your software development practices with scalable, secure cloud-based workspaces. This model offers a structured approach to modernizing development, aligning technology, developer experience, security, and workflows.

Modeling

IBM Granite Code Models: A Family of Open Foundation Models for Code Intelligence

Analytics Vidhya

MAY 9, 2024

They actively improve the coding process by automating routine tasks, optimizing […] The post IBM Granite Code Models: A Family of Open Foundation Models for Code Intelligence appeared first on Analytics Vidhya. Most of today’s technologies support coding by harnessing the power of artificial intelligence (AI).

Modeling

Modeling Software Optimization Technology

The Fastest AI Model by Anthropic – Claude 3 Haiku

Analytics Vidhya

MARCH 15, 2024

This new member of Anthropic’s family is not just another AI model; it’s a symbol of our relentless […] The post The Fastest AI Model by Anthropic – Claude 3 Haiku appeared first on Analytics Vidhya. Welcome to that world, brought to you by the latest sensation in AI—Claude 3 Haiku.

Modeling

Modeling Analytics IT Deep Learning

Meta Releases Much-Awaited Llama 3 Model

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.

Modeling

Modeling Analytics IT

How to Run LLM Models Locally with Ollama?

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. appeared first on Analytics Vidhya.

Modeling

Modeling Analytics

Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Think your customers will pay more for data visualizations in your application? Five years ago they may have. But today, dashboards and visualizations have become table stakes. Discover which features will differentiate your application and maximize the ROI of your embedded analytics. Brought to you by Logi Analytics.

Visualization

Building an LLM Model using Google Gemini API

Analytics Vidhya

DECEMBER 15, 2023

Introduction Since the release of ChatGPT and the GPT models from OpenAI and their partnership with Microsoft, everyone has given up on Google, which brought the Transformer Model to the AI space.

Modeling

Modeling Analytics Machine Learning

New Chinese Model Outperforms GPT-4 Turbo!

Analytics Vidhya

APRIL 26, 2024

SenseTime, a leading AI company based in China, has launched its latest model, SenseNova 5.0, This new model has been shown to outperform many powerful large language models, including GPT-4 Turbo. marking a significant advancement in artificial intelligence.

Modeling

Modeling Analytics IT

Google Launches Gecko Redefining Text Embedding Models

Analytics Vidhya

MAY 1, 2024

Unlike traditional text embedding models, Gecko takes a whole new approach by distilling knowledge from large language models (LLMs). Let’s learn more about how this AI model was developed and what it means for the […] The post Google Launches Gecko Redefining Text Embedding Models appeared first on Analytics Vidhya.

Modeling

Modeling Analytics IT

Phi 3 – Small Yet Powerful Models from Microsoft

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.

Modeling

Modeling Analytics

Getting Started With Scenario Modeling in Supply Chain Network Design

Let’s explore how you can apply scenario modeling in supply chain network design. To build your supply chain’s agility and responsiveness, you need to look at scenarios more frequently instead of relying on a single plan.

Modeling

Sequence-to-Sequence Models for Language Translation

Analytics Vidhya

MAY 17, 2024

Introduction In natural language processing (NLP), sequence-to-sequence (seq2seq) models have emerged as a powerful and versatile neural network architecture. The core concept of seq2seq models lies in their ability to […] The post Sequence-to-Sequence Models for Language Translation appeared first on Analytics Vidhya.

Modeling

Modeling Analytics

How to Build a Multilingual Chatbot using Large Language Models?

Analytics Vidhya

JUNE 30, 2024

Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. Subsequent research endeavours will center on possible […] The post How to Build a Multilingual Chatbot using Large Language Models? appeared first on Analytics Vidhya.

Modeling

Modeling Analytics Deep Learning

Key Challenges and Limitations in AI-Language Models

Analytics Vidhya

SEPTEMBER 30, 2024

This inclusion of […] The post Key Challenges and Limitations in AI-Language Models appeared first on Analytics Vidhya. AI is everywhere, from simple tasks like virtual chatbots to complex tasks like cancer detection. It has even recently replaced several jobs in the industry.

Modeling

Modeling Analytics IT

AI Startup Mistral Releases New Open Source Model Mixtral 8x22B

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.

Modeling

Modeling Analytics IT

Best Practices to Model Carbon Costs in Supply Chain Network Design

In this article, we share best practices about modeling carbon costs in network design. Do you want to know the environmental impact of your supply chain and make sustainable decisions?

Modeling

What are Power BI Semantic Models?

Analytics Vidhya

AUGUST 15, 2024

It is at this juncture that Power BI Semantic Models are useful. They also work in the capacity of […] The post What are Power BI Semantic Models? It may not be easy to incorporate, sort and analyze such information for presentation purposes to be meaningful. appeared first on Analytics Vidhya.

Modeling

Modeling Analytics IT Structured Data

Is Hallucination in Large Language Models (LLMs) Inevitable?

Analytics Vidhya

AUGUST 21, 2024

Introduction You’ve probably interacted with AI models like ChatGPT, Claude, and Gemini for various tasks – answering questions, generating creative content, or assisting with research. But did you know these are examples of large language models (LLMs)? appeared first on Analytics Vidhya.

Modeling

Modeling Interactive Analytics

Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free

Analytics Vidhya

AUGUST 6, 2024

But it […] The post Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 You want a place where you can not only store your code but also collaborate with others, keep track of changes, and maybe even show off your work to potential employers or developers. That’s where GitHub comes in!

Testing

Testing Modeling Analytics IT

Pixtral-12B: Mistral AI’s First Multimodal Model

Analytics Vidhya

SEPTEMBER 14, 2024

Introduction Mistral has released its very first multimodal model, namely the Pixtral-12B-2409. This model is built upon Mistral’s 12 Billion parameter, Nemo 12B. What sets this model apart? It can now take both images and text for input.

Modeling

Modeling Analytics IT Technology

Easily Build an Optimization App and Empower Your Data

Speaker: Gertjan de Lange

If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. Experience how efficient you can be when you fit your model with actionable data. Don't let uncertainty drive your business.

Optimization

Stability AI’s TripoSR: From Image to 3D Model in Seconds

Analytics Vidhya

MARCH 24, 2024

Introduction The ability to transform a single image into a detailed 3D model has long been a pursuit in the field of computer vision and generative AI. It empowers researchers, developers, and creatives with unparalleled […] The post Stability AI’s TripoSR: From Image to 3D Model in Seconds appeared first on Analytics Vidhya.

Modeling

Modeling Analytics IT

KissanAI Unveils Dhenu Llama 3: A Revolutionary Agricultural AI Model

Analytics Vidhya

APRIL 23, 2024

KissanAI has made waves in the agricultural sector with the introduction of Dhenu Llama 3, a cutting-edge AI model tailored specifically for farmers. Also Read: KissanAI Introduces Dhenu Vision LLMs for […] The post KissanAI Unveils Dhenu Llama 3: A Revolutionary Agricultural AI Model appeared first on Analytics Vidhya.

Modeling

Modeling Analytics

Llama-3-Based OpenBioLLM Models Outperform GPT-4 and Med-PaLM

Analytics Vidhya

APRIL 29, 2024

In a noteworthy development, Saama AI Labs introduces medical language models OpenBioLLM-Llama3-70B and 8B. These open-source models redefine the medical AI landscape by surpassing established industry leaders like GPT-4 and Med-PaLM. Let’s find out how they are setting unprecedented standards in biomedical language processing.

Modeling

Modeling Analytics

ChatGPT-4 vs. Llama 3.1 – Which Model is Better?

Analytics Vidhya

AUGUST 23, 2024

Among the numerous AI language models, two have garnered significant attention: ChatGPT-4 and Llama 3.1. In this blog, we […] The post ChatGPT-4 vs. Llama 3.1 – Which Model is Better? appeared first on Analytics Vidhya.

Modeling

Modeling Analytics

New Research: The State of Supply Chain Network Design in 2022

This report explores how the state of supply chain network design has changed – including how the tools, maturity models, and market demands are transforming the network design practice. Advanced analytics & Scenario Modeling. This report is useful if you are interested in: Exploring new network design insights and capabilities.

Modeling

What are Pre-training Methods of Vision Language Models?

Analytics Vidhya

JULY 1, 2024

Introduction This article explores Vision Language Models (VLMs) and their advantages over traditional computer vision-based models. Learning Objectives This article was published as a part […] The post What are Pre-training Methods of Vision Language Models? appeared first on Analytics Vidhya.

Modeling

Modeling Visualization Publishing Analytics

How to Choose Best ML Model for your Usecase?

Analytics Vidhya

NOVEMBER 26, 2024

However, with the vast number of ML models available, choosing the right one for your specific use case can be challenging. Whether you’re working on a classification task, predicting trends, or building a recommendation […] The post How to Choose Best ML Model for your Usecase? appeared first on Analytics Vidhya.

Modeling

Modeling Machine Learning Data-driven Technology

What are Diffusion Models?

Analytics Vidhya

SEPTEMBER 4, 2024

This natural process of diffusion, where particles move from areas of high concentration to low concentration, is the inspiration behind diffusion models in machine learning. Just as the […] The post What are Diffusion Models? appeared first on Analytics Vidhya.

Modeling

Modeling Machine Learning Analytics IT

Finetune and Deploy Custom PaLiGemma Model for your Image Tasks

Analytics Vidhya

MAY 29, 2024

Introduction PaLiGemma is an open-source state-of-the-art model released alongside other products at Google I/O 2024 and combines two other models developed by Google. It supports several languages […] The post Finetune and Deploy Custom PaLiGemma Model for your Image Tasks appeared first on Analytics Vidhya.

Modeling

Modeling Analytics IT

The Business Value of MLOps

Advertiser: Data Robot

As machine learning models are put into production and used to make critical business decisions, the primary challenge becomes operation and management of multiple models.

Machine Learning

Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

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?

Modeling

Modeling Analytics

4 Gemini Models by Google that you Must Know About

Analytics Vidhya

MAY 16, 2024

– Google Google’s Gemini models have made big advances in AI technology. They have also released the […] The post 4 Gemini Models by Google that you Must Know About appeared first on Analytics Vidhya. They started with three versions: Ultra, Pro, and Nano. And now they have improved with the 1.5

Modeling

Modeling Technology Analytics

GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype?

Analytics Vidhya

SEPTEMBER 13, 2024

Introduction OpenAI has released its new model based on the much-anticipated “strawberry” architecture. This innovative model, known as o1, enhances reasoning capabilities, allowing it to think through problems more effectively before providing answers. appeared first on Analytics Vidhya.

Modeling

Modeling Analytics IT Data Science

Build a Model to Predict Stock Prices using ChatGPT

Analytics Vidhya

MAY 10, 2024

ChatGPT makes project integration easier with its versatility across domains, including language creation, regression, and classification, and its support for pre-trained models and libraries. This article explores on building a model to predict stock prices using ChatGPT.

Modeling

Modeling Data Science Analytics IT

Supply Chain Network Design: The Ultimate Use Cases eBook

Modeling your base case. Modeling carbon costs. Scenario analysis and optimization defined. Creating a strategic digital twin (digital representation) of your supply chain network. Optimizing your supply chain based on costs and service levels. Dealing with multiple capacity constraints. Network design for risk and resilience.

Optimization

How to Run Binary Logistic Regression Model with Julius?

Analytics Vidhya

JUNE 8, 2024

Introduction Logistic regression is a statistical technique used to model the probability of a binary (categorical variable that can take on two distinct values) outcome based on one or more predictor variables. appeared first on Analytics Vidhya.

Modeling

Modeling Statistics Analytics Data Science

7 Essential Steps to Master Large Language Models

Analytics Vidhya

JUNE 19, 2024

This article will walk readers through the […] The post 7 Essential Steps to Master Large Language Models appeared first on Analytics Vidhya. But for newcomers in particular, knowing how to use them could appear challenging.

Modeling

Modeling Technology Analytics Machine Learning

Gecko by Google: Pioneering the Next Generation of Text Embedding Models

Analytics Vidhya

MAY 2, 2024

This world has recently been turned around by the distillation of large language models (LLMs) into efficient and compact forms. This article explores […] The post Gecko by Google: Pioneering the Next Generation of Text Embedding Models appeared first on Analytics Vidhya.

Modeling

Modeling Technology Analytics Machine Learning

All About Miss AI: The World’s First Beauty Pageant for AI Models

Analytics Vidhya

APRIL 17, 2024

AI models and influencers are stepping into the limelight, ready to showcase their charm and digital prowess. The Birth of Miss AI […] The post All About Miss AI: The World’s First Beauty Pageant for AI Models appeared first on Analytics Vidhya.

Modeling

Modeling Technology Analytics

How to Use a Semantic Layer to Scale Data & Analytics Across Your Organization

The guide includes a checklist, an assessment, industry-specific use cases, and a data & analytics maturity model and roadmap. Download this guide for practical advice on using a semantic layer to improve data literacy and scale self-service analytics.

Data Analytics

A Comprehensive Guide to Implement HuggingFace Models Using Langchain

Anthropic Unveils Their Fastest AI Model, Claude 3 Haiku

Webinars

Trending Sources

Mistral’s New Model Crushes Benchmarks in 4+ Languages

Webinars

Google DeepMind’s New AI Model Can Create Life!

Enhance Innovation and Governance Through the Cloud Development Maturity Model

IBM Granite Code Models: A Family of Open Foundation Models for Code Intelligence

The Fastest AI Model by Anthropic – Claude 3 Haiku

Meta Releases Much-Awaited Llama 3 Model

How to Run LLM Models Locally with Ollama?

Monetizing Analytics Features: Why Data Visualizations Will Never Be Enough

Building an LLM Model using Google Gemini API

New Chinese Model Outperforms GPT-4 Turbo!

Google Launches Gecko Redefining Text Embedding Models

Phi 3 – Small Yet Powerful Models from Microsoft

Getting Started With Scenario Modeling in Supply Chain Network Design

Sequence-to-Sequence Models for Language Translation

How to Build a Multilingual Chatbot using Large Language Models?

Key Challenges and Limitations in AI-Language Models

AI Startup Mistral Releases New Open Source Model Mixtral 8x22B

Best Practices to Model Carbon Costs in Supply Chain Network Design

What are Power BI Semantic Models?

Is Hallucination in Large Language Models (LLMs) Inevitable?

Try GitHub Models: Test AI Models like GPT-4o and Llama 3.1 for free

Pixtral-12B: Mistral AI’s First Multimodal Model

Easily Build an Optimization App and Empower Your Data

Stability AI’s TripoSR: From Image to 3D Model in Seconds

KissanAI Unveils Dhenu Llama 3: A Revolutionary Agricultural AI Model

Llama-3-Based OpenBioLLM Models Outperform GPT-4 and Med-PaLM

ChatGPT-4 vs. Llama 3.1 – Which Model is Better?

New Research: The State of Supply Chain Network Design in 2022

What are Pre-training Methods of Vision Language Models?

How to Choose Best ML Model for your Usecase?

What are Diffusion Models?

Finetune and Deploy Custom PaLiGemma Model for your Image Tasks

The Business Value of MLOps

Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

4 Gemini Models by Google that you Must Know About

GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype?

Build a Model to Predict Stock Prices using ChatGPT

Supply Chain Network Design: The Ultimate Use Cases eBook

How to Run Binary Logistic Regression Model with Julius?

7 Essential Steps to Master Large Language Models

Gecko by Google: Pioneering the Next Generation of Text Embedding Models

All About Miss AI: The World’s First Beauty Pageant for AI Models

How to Use a Semantic Layer to Scale Data & Analytics Across Your Organization

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