- Language Models Explained in 5 Minutes - Nov 5, 2024.
Familiarize yourself with the technology behind ChatGPT and Google Gemini in the time it takes to enjoy a cup of coffee.
Language Models
- How to Summarize Texts Using the BART Model with Hugging Face Transformers - Nov 4, 2024.
To summarize text using Hugging Face's BART model, load the model and tokenizer, input the text, and the model generates a concise summary.
Language Models
- Optimizing RAG with Embedding Tuning - Nov 4, 2024.
Learn how to improve the performance of RAG systems, and make them more accurate at retrieving context-aware information.
Language Models
- When to Go Out and When to Stay In: RAG vs. Fine-tuning - Oct 31, 2024.
This article presents a comprehensive discussion of when to choose which approach for your LLM and potential hybrid solutions.
Language Models
- How to Fine-Tune T5 for Question Answering Tasks with Hugging Face Transformers - Oct 31, 2024.
Fine-tuning the T5 model for question answering tasks is simple with Hugging Face Transformers: provide the model with questions and context, and it will learn to generate the correct answers.
Language Models
- Model Selection and Experimentation Automation with LLMs - Oct 29, 2024.
Automate the machine learning modelling important step with LLMs.
Language Models
- Fine-Tuning GPT-4o - Oct 29, 2024.
Learn how to enhance GPT-4o performance for legal text classification on your old laptop with just a few lines of code.
Language Models
- 5 Tips for Optimizing Language Models - Oct 28, 2024.
From prompt engineering to model tuning and compression, explore five ways to make your language model improve its responses.
Language Models
- How to Deploy Hugging Face Models on Mobile Devices - Oct 28, 2024.
Let's learn how to prepare Hugging Face models for mobile device deployment.
Language Models
- How to Use Hugging Face Transformers for Text-to-Speech Applications - Oct 24, 2024.
To use Hugging Face Transformers for Text-to-Speech, load a pre-trained TTS model and input the text you want to convert to speech. The model will generate audio, which you can save or play directly.
Language Models
- Fine-tuning Llama 3.2 Using Unsloth - Oct 24, 2024.
Unsloth is a user-friendly framework, offering fast inference and fine-tuning for large language models. It also supports saving models in multiple formats, including vLLM and GGUF.
Language Models
- How to Optimize ALBERT for Mobile Deployment with Hugging Face Transformers - Oct 21, 2024.
Learn how to optimize ALBERT for efficient deployment on mobile device.
Language Models
- Use (Almost) Any Language Model Locally with Ollama and Hugging Face Hub - Oct 18, 2024.
You can now run any GGUF model from Hugging Face's model hub with Ollama using a single command. Learn how here.
Language Models
- Creating a Personal Assistant with LangChain - Oct 17, 2024.
In this article I will show you how to create a personal assistant with LLM facilitated by LangChain.
Language Models
- The Key to LLMs: A Mathematical Understanding of Word Embeddings - Oct 15, 2024.
Word embeddings is a numerical representation of text, allowing a computer to process words efficiently by converting words into numerical vectors that can be processed with machine learning algorithm.
Language Models
- How to Create Custom Educational Podcasts with NotebookLM - Oct 14, 2024.
Creating custom educational podcasts with NotebookLM is straightforward. Simply upload your content, customize the audio output to highlight key topics, and export your final podcast for sharing with your audience.
Language Models
- Latest Innovations in Recommendation Systems with LLMs - Oct 11, 2024.
In this article, we’ll explore how LLMs are changing recommendation systems as we speak. Let's first start with a brief overview.
Language Models
- Claude AI: Unboxing Anthropic’s LLM-based AI Assistant, Artifacts & Use Cases - Oct 11, 2024.
Dive into this emerging and powerful LLM-based AI tool for enhancing your business, creative, or daily processes through well-managed conversations.
Language Models
- How to Create YouTube Video Study Guides with NotebookLM - Oct 10, 2024.
NotebookLM makes it easy to create study guides from YouTube videos by using AI to summarize and organize key points. Just upload the video link, and the tool helps you turn the content into a structured guide.
Language Models
- Using Hugging Face Transformers with PyTorch and TensorFlow - Oct 8, 2024.
With Hugging Face become prominent than ever, learning how to use the Transformers library with popular deep-learning frameworks would improve your career.
Language Models
- Mastering Prompt Engineering in 2024 - Oct 7, 2024.
Read this overview of prompting techniques, challenges, and best practices to help you master this essential AI skill.
Language Models
- Integrating LLMs with Scikit-Learn Using Scikit-LLM - Oct 7, 2024.
Combining LLM reasoning for text-based models in Scikit-Learn.
Language Models
- Getting Started with Llamafactory: Installation and Setup Guide - Oct 1, 2024.
Get started with Llamafactory and discover minimal code solution for LLM pretraining, SFT, and RLHF methods.
Language Models
- How to Visualize Model Internals and Attention in Hugging Face Transformers - Sep 30, 2024.
Learn how to visualize the Hugging Face Transformers model and attention internally.
Language Models
- 5 LLM Tools I Can’t Live Without - Sep 27, 2024.
In this article, I share the five essential LLM tools that I currently find indispensable, and which have the potential to help revolutionize the way you work.
Language Models
- How To Improve the Performance of a RAG Model - Sep 27, 2024.
In this article, we will focus on how to optimize RAG systems to be as efficient as possible. We’ll cover RAG systems from multiple perspectives, diving deeper into their purpose and how we can optimize them.
Language Models
- Fundamentals of Effective Prompt Engineering - Sep 26, 2024.
Learn the fundamentals of mastering the art and science of prompting.
Language Models
- How to Train a Speech Recognition Model with Wav2Vec 2.0 and Hugging Face Transformers - Sep 23, 2024.
Let's learn how to train speech recognition model with Wav2Vec 2.0.
Language Models
- VoiceChat with Your LLMs using AlwaysReddy - Sep 20, 2024.
Ever wanted to control your AI with just your voice? AlwaysReddy makes it simple—discover how to set up and use this powerful tool now!
Language Models
- How to Handle Large Text Inputs with Longformer and Hugging Face Transformers - Sep 17, 2024.
Learn how to use Longformer for long input text with Hugging Face Transfomers.
Language Models
- How to Create a Custom Tokenizer for Non-English Languages with Hugging Face Transformers - Sep 5, 2024.
Learn to create tokenizers for specific languages using Hugging Face Transformers to improve model performance.
Language Models
- How to Build and Train a Transformer Model from Scratch with Hugging Face Transformers - Aug 27, 2024.
A step-to-step guide to navigate you through training your own transformer-based language model.
Language Models
- 5 Tips for Getting Started with Language Models - Aug 26, 2024.
Break the ice and dispel any fears about this expanding branch of AI with these five pieces of advice that will help you know where to start learning
Language Models
- 10 Free Resources to Learn LLMs - Aug 23, 2024.
Learn large language models with these free resources from Deeplearning.AI, Microsoft, AWS, and more.
Language Models
- Using Hugging Face Transformers for Emotion Detection in Text - Aug 19, 2024.
Learn how to harness Hugging Face pre-trained language models to classify the emotions behind tweets.
Language Models
- The Only Prompting Framework for Every Use - Aug 16, 2024.
This prompt engineering framework significantly enhances your interactions with AI systems.
Language Models
- Optimizing Your LLM for Performance and Scalability - Aug 9, 2024.
Optimize LLM performance and scalability using techniques like prompt engineering, retrieval augmentation, fine-tuning, model pruning, quantization, distillation, load balancing, sharding, and caching.
Language Models
- How to Use Hugging Face’s Datasets Library for Efficient Data Loading - Aug 6, 2024.
Harness the simplicity and effectiveness of Hugging Face's Datasets library to efficiently load datasets, regardless of their source
Language Models
- History and Future of LLMs - Aug 2, 2024.
Check out this concise history and future of large language models.
Language Models
- 6 ChatGPT Prompts to Enhance your Productivity at Work - Aug 1, 2024.
Unlock your potential with these crafted 6 ChatGPT prompts designed to boost your productivity and streamline your operation workflows.
Language Models
- Why the Newest LLMs use a MoE (Mixture of Experts) Architecture - Jul 26, 2024.
When it comes to AI, every expert in an MoE model specializes in a much larger problem—just like every doctor specializes in their medical field. This improves efficiency and increases system efficacy and accuracy.
Language Models
- How Retrieval Augment Generation Makes LLMs Smarter - Jul 19, 2024.
One counter to LLMs making up bogus sources or coming up with inaccuracies is retrieval-augmented generation or RAG. Not only can RAG decrease the tendency of LLMs to hallucinate but several other advantages as well.
Language Models
- How to Use the Hugging Face Tokenizers Library to Preprocess Text Data - Jul 8, 2024.
Text preprocessing is an important step in NLP. Let's learn how to use the Hugging Face Tokenizers Library to preprocess text data.
Language Models
- LLM Portfolio Projects Ideas to Wow Employers - Jun 26, 2024.
Build interesting AI projects using LangChain, VectorDB, FastAPI, OpenAI API, Zyte, Ollama, and Hugging Face.
Language Models
- Creating AI-Driven Solutions: Understanding Large Language Models - Jun 20, 2024.
Understanding LLMs is pivotal in unlocking the full potential of AI-driven solutions across various domains. As we navigate the process of building AI-driven solutions, it is essential to approach the development and deployment of LLMs with a focus on responsible AI practices.
Language Models
- How to Implement Agentic RAG Using LangChain: Part 1 - Jun 19, 2024.
Learn about enhancing LLMs with real-time information retrieval and intelligent agents.
Language Models
- Llama, Llama, Llama: 3 Simple Steps to Local RAG with Your Content - Jun 18, 2024.
Get your own local RAG system up and running in an embarrassingly few lines of code thanks to these 3 Llamas.
Language Models
- Comparative Analysis of LangChain and LlamaIndex - Jun 12, 2024.
A detailed comparative analysis of the differences between LangChain and LlamaIndex for building and working with LLM applications.
Language Models
- Introducing Falcon2: Next-Gen Language Model by TII - Jun 11, 2024.
All about TII’s best-performing open-source, multilingual and multimodal language model
Language Models
- The Ultimate Guide to Approach LLMs - Jun 4, 2024.
An evergreen approach to learning any new technology breakthroughs
Language Models
- How to Use GPT for Generating Creative Content with Hugging Face Transformers - May 27, 2024.
Read this concise tutorial to find out how to use GPT to generate creative content with Hugging Face Transformers. No nonsense, just that facts.
Language Models
- Quantization and LLMs: Condensing Models to Manageable Sizes - May 24, 2024.
High costs can make it challenging for small business deployments to train and power an advanced AI. Here is where quantization comes in handy.
Language Models
- LLM Handbook: Strategies and Techniques for Practitioners - May 24, 2024.
How good are LLMs? Are we ready to trust and use them confidently in our workflows?
Language Models
- How to Fine-Tune BERT for Sentiment Analysis with Hugging Face Transformers - May 21, 2024.
Find out how to fine-tune BERT for sentiment analysis with Hugging Face Transformers. No unnecessary nonsense, just what you need.
Language Models
- The Easiest Way of Running Llama 3 Locally - May 15, 2024.
Download, install, and type one command in the terminal to start using Llama 3 on your laptop.
Language Models
- LLaMA 3: Meta’s Most Powerful Open-Source Model Yet - May 15, 2024.
This open model outperforms Google’s Gemini and other cutting-edge models on various benchmarks.
Language Models
- LSTMs Rise Again: Extended-LSTM Models Challenge the Transformer Superiority - May 13, 2024.
Can LSTMs become the de facto standard for Language Modeling tasks once again?
Language Models
- Using Groq Llama 3 70B Locally: Step by Step Guide - May 9, 2024.
Learn how to generate super fast responses in Jan AI and VSCode using Groq LPU Inference Engine.
Language Models
- Ollama Tutorial: Running LLMs Locally Made Super Simple - May 7, 2024.
Want to run large language models on your machine? Learn how to do so using Ollama in this quick tutorial.
Language Models
- 3 New Prompt Engineering Resources to Check Out - May 1, 2024.
Check out these 3 recent prompt engineering resources to help you take your prompting game to the next level.
Language Models
- Free Google Cloud Learning Path for Gemini - Apr 26, 2024.
Find out all about Google Cloud's latest learning path, and learn how to use the Gemini language model in the Google Cloud.
Language Models
- Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation - Apr 23, 2024.
This article introduces retrieval augmented generation, which combines text generation with informaton retrieval in order to improve language model output.
Language Models
- Semantic Search with Vector Databases - Apr 22, 2024.
Leverage the latest technology to improve our search engine capabilities.
Language Models
- Vector Databases in AI and LLM Use Cases - Apr 19, 2024.
Learn about Vectors and How Storing Data Can Be Used in LLM Applications.
Language Models
- The Case of Homegrown Large Language Models - Apr 9, 2024.
Recent developments in building large language models (LLMs) to boost generative AI in local languages have caught everyone’s attention. This post focuses on the needs and challenges of homegrown LLMs amid the fast-evolving technology landscape.
Language Models
- Mistral 7B-V0.2: Fine-Tuning Mistral’s New Open-Source LLM with Hugging Face - Apr 8, 2024.
Access Mistral’s latest open-source model and fine-tune it on a custom dataset.
Language Models
- Distribute and Run LLMs with llamafile in 5 Simple Steps - Apr 4, 2024.
Do you want to know how to run LLMs on your computer without installing a lot of dependencies or writing code? Well, you're in luck! By the end of this tutorial, you will have successfully run an LLM using llamafile and interacted with it through a user-friendly interface.
Language Models
- Getting Started with LLMOps: The Secret Sauce Behind Seamless Interactions - Mar 19, 2024.
Check out this beginner’s guide to understanding the role of Large Language Model Operations for seamless user experiences.
Language Models
- 5 Ways To Use LLMs On Your Laptop - Mar 15, 2024.
Run large language models on your local PC for customized AI capabilities with more control, privacy, and personalization.
Language Models
- Getting Started With Claude 3 Opus That Just Destroyed GPT-4 and Gemini - Mar 8, 2024.
Anthropic has released a new series of large language models and an updated Python API to access them.
Language Models
- Unlock the Secrets of LLMs in 60-Minute with Andrej Karpathy - Mar 4, 2024.
Karpathy's talk provides a comprehensive yet accessible introduction to large language models, explaining their capabilities, future potential, and associated security risks in an engaging manner.
Language Models
- 5 Courses to Master LLMs - Mar 4, 2024.
The future world is full of LLM, and you don’t want to miss this most sought skill.
Language Models
- Vector Database for LLMs, Generative AI, and Deep Learning - Feb 28, 2024.
Exploring the limitless possibilities of AI and making it context-aware.
Language Models
- Free Mastery Course: Become a Large Language Model Expert - Feb 23, 2024.
It is a self-paced course that covers fundamental and advanced concepts of LLMs and teaches how to deploy them in production.
Language Models
- Large Language Models Explained in 3 Levels of Difficulty - Feb 15, 2024.
Simple explanations, no matter what your level is right now.
Language Models
- 3 Research-Driven Advanced Prompting Techniques for LLM Efficiency and Speed Optimization - Feb 13, 2024.
This article has explored three promising prompting techniques that have been developed to reduce the occurrence of hallucinations in large language models.
Language Models
- Does ChatGPT Have The Potential To Become A New Chess Super Grandmaster? - Jan 30, 2024.
Case study of LLM's ability to learn, generalize, and be creative.
Language Models
- Exploring the Zephyr 7B: A Comprehensive Guide to the Latest Large Language Model - Jan 22, 2024.
Zephyr is a series of Large Language Models released by Hugging Face trained using distilled supervised fine-tuning (dSFT) on larger models with significantly improved task accuracy.
Language Models
- 5 Ways of Converting Unstructured Data into Structured Insights with LLMs - Jan 18, 2024.
From Chaos to Clarity: Understanding the Unstructured Data Dilemma.
Language Models
- Running Mixtral 8x7b On Google Colab For Free - Jan 12, 2024.
Learn how to run the advanced Mixtral 8x7b model on Google Colab using LLaMA C++ library, maximizing quality output with limited compute requirements.
Language Models
- Phi-2: Small LMs that are Doing Big Things - Jan 8, 2024.
Microsoft's small language model (SLM) has big things for the tech world!
Language Models
- How Multimodality Makes LLM Alignment More Challenging - Jan 4, 2024.
The addition of multimodal abilities to ChatGPT via GPT-4 allows users to use images and text together, expanding its functions but posing new challenges. Aligning this mix of data demands careful curation and presents ethical considerations, requiring developers to obtain high-quality training data and navigate complex issues for ethical alignment.
Language Models
- Run an LLM Locally with LM Studio - Jan 3, 2024.
Ever wanted to run an LLM on your computer? You can do so now, with the free and powerful LM studio.
Language Models
- Prompt Engineering 101: Mastering Effective LLM Communication - Jan 2, 2024.
This article serves as an introduction to those looking to understanding what prompt engineering is, and to learn more about some of the most important techniques currently used in the discipline.
Language Models
- How to Access and Use Gemini API for Free - Dec 22, 2023.
Learn how to integrate advanced AI multimodal models into your project using a simple Python API.
Language Models
- Easily Integrate LLMs into Your Scikit-learn Workflow with Scikit-LLM - Dec 21, 2023.
LLM is a powerful model that could improve our text analysis. With Scikit-LLM, we could integrate the LLM easily into our ML pipeline.
Language Models
- A Simple Guide to Running LlaMA 2 Locally - Dec 20, 2023.
We will learn a simple way to install and use Llama 2 without setting up Python or any program. Just download the files and run a command in PowerShell.
Language Models
- Enhancing LLM Reasoning: Unveiling Chain of Code Prompting - Dec 15, 2023.
Chain of Code is an approach to interacting with language models, enhancing reasoning abilities through a blend of writing, executing, and simulating code execution, extending the capabilities of language models in logic, arithmetic, and linguistic tasks, especially those requiring a combination of these.
Language Models
- 5 Tools to Help Build Your LLM Apps - Dec 12, 2023.
Whether you're a seasoned ML engineer or a new LLM developer, these tools will help you get more productive and accelerate the development and deployment of your AI projects.
Language Models
- Strategies for Optimizing Performance and Costs When Using Large Language Models in the Cloud - Dec 12, 2023.
There are many cases where your LLM underperforms and costs you too much in the cloud platform. Simple strategies help you avoid that.
Language Models
- ChatGPT’s New Rival: Google’s Gemini - Dec 8, 2023.
Google has introduced a revamped AI model that is said to outperform ChatGPT. Let’s learn more.
Language Models
- Mastering Data Science Workflows with ChatGPT - Dec 4, 2023.
This article highlights the skills data scientists can learn to make the most use of the prowess of ChatGPT.
Language Models
- A Comprehensive List of Resources to Master Large Language Models - Nov 22, 2023.
Large Language Models (LLMs) have now become an integral part of various applications. This article provides an extensive list of resources for anyone interested to dive into the world of LLMs.
Language Models
- How to Make Large Language Models Play Nice with Your Software Using LangChain - Nov 21, 2023.
Beyond simply chatting with an AI model and how LangChain elevates LLM interactions with humans.
Language Models
- The 5 Best Vector Databases You Must Try in 2024 - Nov 17, 2023.
The top vector databases are known for their versatility, performance, scalability, consistency, and efficient algorithms in storing, indexing, and querying vector embeddings for AI applications.
Language Models
- 6 Problems of LLMs That LangChain is Trying to Assess - Nov 16, 2023.
Learn how LangChain is changing the game by enhancing the use of advanced language models in technological developments.
Language Models
- Introduction to Streaming-LLM: LLMs for Infinite-Length Inputs - Nov 15, 2023.
A new approach for LLM in the real-time production.
Language Models
- Make Your Own GPTs with ChatGPT’s GPTs! - Nov 15, 2023.
Want to out-GPT ChatGPT with your own GPT? Then let's GPT the GPTs!
Language Models
- 7 Steps to Running a Small Language Model on a Local CPU - Nov 14, 2023.
Discover how to run a small language model on your local CPU in just seven easy steps.
Language Models
- Getting Started with Claude 2 API - Nov 13, 2023.
I recently gained access to Anthropic's API, and I am impressed by how easy it is to use and faster than OpenAI API.
Language Models
- How to Finetune Mistral AI 7B LLM with Hugging Face AutoTrain - Nov 9, 2023.
Learn how to fine-tune the state-of-the-art LLM.
Language Models
- Between Dreams and Reality: Generative Text and Hallucinations - Nov 7, 2023.
This is an in-depth dive into hallucinations in LLMs. See the illusions cast by modern AI generative models like ChatGPT, Bard and Claude.
Language Models
- Why Prompt Engineering is a Fad - Nov 6, 2023.
Various media outlets have been talking about prompt engineering with much fanfare, making it seem like it’s the ideal job — you don’t need to learn how to code, nor do you have to be knowledgeable about ML concepts like deep learning, datasets, etc. You’d agree that it seems too good to be true, right?
Language Models
- An Honest Comparison of Open Source Vector Databases - Nov 2, 2023.
We will explore their use cases, key features, performance metrics, supported programming languages, and more to provide a comprehensive and unbiased overview of each database.
Language Models
- Building Data Pipelines to Create Apps with Large Language Models - Nov 2, 2023.
For production grade LLM apps, you need a robust data pipeline. This article talks about the different stages of building a Gen AI data pipeline and what is included in these stages.
Language Models
- Introduction to NExT-GPT: Any-to-Any Multimodal Large Language Model - Oct 31, 2023.
The future of the multimodal large language model.
Language Models
- Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models - Oct 30, 2023.
Thought Propagation is a prompt engineering technique that instructs LLMs to identify and tackle a series of problems that are similar to the original query, and then use the solutions to these similar problems to either directly generate a new answer or formulate a detailed action plan that refines the original solution.
Language Models
- How to Use Hugging Face AutoTrain to Fine-tune LLMs - Oct 26, 2023.
Easily improve our LLM capability with this tool.
Language Models
- Graph of Thoughts: A New Paradigm for Elaborate Problem-Solving in Large Language Models - Oct 23, 2023.
Discover how Graph of Thoughts aims to revolutionize prompt engineering, and LLMs more broadly, enabling more flexible and human-like problem-solving.
Language Models
- The Growth Behind LLM-based Autonomous Agents - Oct 23, 2023.
Let’s dive into a survey that has been curated on the growth of LLM-based autonomous agents.
Language Models
- 7 Steps to Mastering Large Language Models (LLMs) - Oct 18, 2023.
Large Language Models (LLMs) have unlocked a new era in natural language processing. So why not learn more about them? Go from learning what large language models are to building and deploying LLM apps in 7 easy steps with this guide.
Language Models
- Some Kick Ass Prompt Engineering Techniques to Boost our LLM Models - Oct 17, 2023.
And how to go beyond its basics.
Language Models
- ChatGPT vs. BARD - Oct 17, 2023.
Large language models (LLMs) are transforming the way we process and produce information. But, before considering either one of these models as a one-stop-solution, one must consider their key differences.
Language Models
- How To Fine-Tune ChatGPT 3.5 Turbo - Oct 16, 2023.
This article has outlined how you can fine tune your GPT 3.5 Turbo models. You can do this by preparing your data, uploading your files, and then setting up a custom OpenAI session to handle the fine tuning.
Language Models
- Unlocking GPT-4 Summarization with Chain of Density Prompting - Oct 9, 2023.
Unlock the power of GPT-4 summarization with Chain of Density (CoD), a technique that attempts to balance information density for high-quality summaries.
Language Models
