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7 steps to master large language models (LLMs)

Data Science Dojo

DECEMBER 8, 2023

Large language models (LLMs) have revolutionized the field of natural language processing (NLP), enabling machines to generate human-quality text, translate languages, and answer questions in an informative way. Check out our in-person Large Language Model bootcamp.

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Knowledge Fusion of Large Language Models (LLMs)

Analytics Vidhya

FEBRUARY 16, 2024

Introduction In Natural Language Processing (NLP), developing Large Language Models (LLMs) has proven to be a transformative and revolutionary endeavor. These models, equipped with massive parameters and trained on extensive datasets, have demonstrated unprecedented proficiency across many NLP tasks.

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How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

The Project Clinic: Assessing Project Health, Planning, and Execution

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A Survey of Large Language Models (LLMs)

Analytics Vidhya

SEPTEMBER 21, 2023

Introduction The landscape of technological advancement has been dramatically reshaped by the emergence of Large Language Models (LLMs), an innovative branch of artificial intelligence. LLMs have exhibited a remarkable […] The post A Survey of Large Language Models (LLMs) appeared first on Analytics Vidhya.

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Webinars

How to Optimize the Developer Experience for Monumental Impact

Generative AI Deep Dive: Advancing from Proof of Concept to Production

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

The Project Clinic: Assessing Project Health, Planning, and Execution

MORE WEBINARS

Large language models: A complete guide to understanding LLMs

Data Science Dojo

APRIL 18, 2024

Language is the basis for human interaction and communication. Speaking and listening are the direct by-products of human reliance on language. While humans can use language to understand each other, in today’s digital world, they must also interact with machines. Let’s understand large language models further.

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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

Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.

An Introduction to Large Language Models (LLMs)

Analytics Vidhya

MARCH 13, 2023

Introduction Large Language Models (LLMs) are foundational machine learning models that use deep learning algorithms to process and understand natural language. These models are trained on massive amounts of text data to learn patterns and entity relationships in the language.

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Sentiment analysis in 2023: Empowering marketing with large language models (LLMs)

Data Science Dojo

SEPTEMBER 12, 2023

In this digital age, where every word matters, sentiment analysis stands as a cornerstone in understanding and harnessing the power of language for strategic marketing success. Supercharging Marketing with Sentiment Analysis and LLMs Under the lens: How does sentiment analysis work? Address issues highlighted by negative sentiment.

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7 Steps to Mastering Large Language Models (LLMs)

Data Science Dojo

DECEMBER 8, 2023

7 Steps to Mastering Large Language Models (LLMs) Large language models (LLMs) have revolutionized the field of natural language processing (NLP), enabling machines to generate human-quality text, translate languages, and answer questions in an informative way.

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Beginners’ Guide to Finetuning Large Language Models (LLMs)

Analytics Vidhya

AUGUST 29, 2023

Introduction Embark on a journey through the evolution of artificial intelligence and the astounding strides made in Natural Language Processing (NLP). The seismic impact of finetuning large language models has utterly transformed NLP, revolutionizing our technological interactions.

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7 Steps to Mastering Large Language Models (LLMs)

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OCTOBER 18, 2023

Large Language Models (LLMs) have unlocked a new era in natural language processing. Go from learning what large language models are to building and deploying LLM apps in 7 easy steps with this guide. So why not learn more about them?

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How LLMs (Large Language Models) technology is making chatbots smarter in 2023?

Data Science Dojo

JUNE 26, 2023

A large language model is a computer program that is trained and learns from a large amount of data. Large language models follow similar principles. Artificial intelligence systems that are capable of understanding and generating human language are known as large Language Models (LLMs).

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LLMs Exposed: Are They Just Cheating on Math Tests?

Analytics Vidhya

MAY 5, 2024

Introduction Large Language Models (LLMs) are advanced natural language processing models that have achieved remarkable success in various benchmarks for mathematical reasoning. LLMs are typically trained on large datasets scraped from […] The post LLMs Exposed: Are They Just Cheating on Math Tests?

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Why Google AI’s cutting-edge and revolutionary method for personalized text generation with large language models (LLMs) is making waves?

Data Science Dojo

SEPTEMBER 4, 2023

However, most existing work has focused on task-specific models that rely on domain-specific features or information. One challenge is that it requires a large amount of data. One method is to train the AI model on a dataset of text that is specific to the individual or context. This presents a unique set of hurdles to overcome.

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Building Responsible AI with Guardrails AI

Analytics Vidhya

MAY 3, 2024

Introduction Large Language Models (LLMs) are ubiquitous in various applications such as chat applications, voice assistants, travel agents, and call centers. As new LLMs are released, they improve their response generation.

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5 Ways to Run LLMs Locally on a Computer

Analytics Vidhya

MAY 16, 2024

Introduction Running Large Language Models (LLMs) locally on your computer offers a convenient and privacy-preserving solution for accessing powerful AI capabilities without relying on cloud-based services. In this guide, we explore several methods for setting up and running LLMs directly on your machine.

7 steps to master large language models (LLMs)

Knowledge Fusion of Large Language Models (LLMs)

Webinars

Trending Sources

A Survey of Large Language Models (LLMs)

Webinars

Large language models: A complete guide to understanding LLMs

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

An Introduction to Large Language Models (LLMs)

Sentiment analysis in 2023: Empowering marketing with large language models (LLMs)

7 Steps to Mastering Large Language Models (LLMs)

Beginners’ Guide to Finetuning Large Language Models (LLMs)

7 Steps to Mastering Large Language Models (LLMs)

How LLMs (Large Language Models) technology is making chatbots smarter in 2023?

LLMs Exposed: Are They Just Cheating on Math Tests?

Why Google AI’s cutting-edge and revolutionary method for personalized text generation with large language models (LLMs) is making waves?

Building Responsible AI with Guardrails AI

5 Ways to Run LLMs Locally on a Computer

From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs

Introducing Aloe: A Family of Fine-tuned Open Healthcare LLMs

AI’s Biggest Flaw Hallucinations Finally Solved With KnowHalu!

LLMs Get a Speed Boost: New Tech Makes Them BLAZING FAST!

Top 10 LLMs and How to Access Them?

Meta Llama 3: Redefining Large Language Model Standards

Demystifying Data Preparation for Large Language Models (LLMs)

Meta Releases Much-Awaited Llama 3 Model

Google Launches Gecko Redefining Text Embedding Models

Top 10 Open-Source LLMs for 2024 and Their Uses

A Comprehensive Guide to Implement HuggingFace Models Using Langchain

ColBERT – Improve Retrieval Performance with Token Level Vector Embeddings

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

10 Open Source Datasets for LLM Training

30+ LLM Interview Questions and Answers

PyTorch Introduces torchtune: Simplifying LLM Fine-Tuning

What are Small Language Models (SLMs)?

Microsoft’s 1-bit LLMs Explained

Advanced RAG Technique : Langchain ReAct and Cohere

Fine-Tuning and RAG: Which One Is Better?

Building Natural Language to SQL Applications using LlamaIndex

Large language model training: how three training phases shape LLMs

How to Get Job Ready in the World of Large Language Models?

Google’s TransformerFAM: A Breakthrough in Long-Context Processing

Optimize Resource Usage with the Mixture of Experts and Grok-1

KissanAI Introduces Dhenu Vision LLMs for Crop Disease Detection

Top 7 Strategies to Mitigate Hallucinations in LLMs

PyTorch’s TorchTune: Revolutionizing LLM Fine-Tuning

Guide to Fine-tuning Gemini for Masking PII Data

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