Welcome to the LLMOps community education materials section. Here you will find a collection of resources that we have compiled to help you learn more about LLMs fundamentals and related topics. 🏅
This page includes the latest:
✅ Blog articles
✅ Video tutorials
✅ LLM-related courses
Recommended Blog Posts
Blogs related to LLMs that you’d love to read 📄
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Recommended Videos
Here, we've curated a fantastic selection of insightful videos to expand your knowledge about LLMs and LLMOps, paving the way for a quick start in this space. 💡
Topic | Published Date | Link to Video |
Platypus 70B: The New Open-Source LLM King | Aug 12, 2023 | |
Programmatic Access to LLMs in Wolfram Language | July 31, 2023 | |
Huggingface Agents: Multimodal Transformers Agents | May 13, 2023 | |
LLMOps: Deployment and Learning in Production | May 11, 2023 | |
Launch an LLM App in One Hour | May 11, 2023 | |
LangChain Crash Course: Build a AutoGPT app in 25 minutes | Apr 24, 2023 | |
Reinforcement Learning from Human Feedback: Progress and Challenges | Apr 20, 2023 | |
LangChain for Gen AI and LLMs | Jan 25, 2023 | |
Let's build GPT: from scratch, in code, spelled out | Jan 17, 2023 | |
Transformers United 2023: Introduction to Transformers | Jan 10, 2023 | |
The Future of LLMs, Foundation & Generative Models | Oct 24, 2022 | |
The spelled-out intro to language modeling: building makemore | Sep 8, 2022 | |
Bloom (Text Generation Large Language Model - LLM): Step-by-step implementation | Aug 14, 2022 | |
The Narrated Transformer Language Model | Oct 26, 2020 |
Courses for Basics and Fundamentals
Courses that we recommend and that explain the building blocks of the LLM space:
Stanford CS324 - Large Language Models
In this course, students will learn the fundamentals about the modeling, theory, ethics, and systems aspects of large language models, as well as gain hands-on experience working with them.
Stanford CS25: Transformers United
In this course, learn how transformers work, and dive deep into the different kinds of transformers and how they're applied in different fields.
Full Stack LLM Bootcamp
Learn best practices and tools for building LLM-powered apps
LangChain for LLM Application Development- Andrew Ng
In LangChain for LLM Application Development, you will gain essential skills in expanding the use cases and capabilities of language models in application development using the LangChain framework.
LangChain & Vector Databases in Production
In this course, you will learn how to leverage LangChain, a robust framework for building applications with LLMs, and explore Deep Lake, a groundbreaking vector database for all AI data.
👩💻 Interested in contributing to the education library of the LLMOps community or adding new resources related to LLMs? Reach out to community moderators with a link on Discord, if approved your suggested resource will be added and you’ll earn an exclusive contributor badge. 🏅😎
Please avoid marketing or self-promotional content!