- 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
