Core AI

Large Language Models

Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI

25,010
lessons
Skills in this topic
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LLM Foundations
beginner
Explain how transformers generate text
Prompt Craft
beginner
Write zero-shot and few-shot prompts
LLM Engineering
intermediate
Call LLM APIs with function/tool use
Fine-tuning LLMs
advanced
Prepare fine-tuning datasets
Multimodal LLMs
advanced
Use GPT-4V / Claude Vision for image understanding

Showing 5,546 reads from curated sources

Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Huggy Lingo: Using Machine Learning to Improve Language Metadata on the Hugging Face Hub
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Towards Encrypted Large Language Models with FHE
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Confidence-Building Measures for Artificial Intelligence: Workshop proceedings
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Practical 3D Asset Generation: A Step-by-Step Guide
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Open-sourcing Knowledge Distillation Code and Weights of SD-Small and SD-Tiny
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
What Is a Vector Database? Similarity Search & Semantic Search for AI
Learn what a vector database is and how it powers vector search, semantic search, and LLM RAG with embeddings, indexing (HNSW/ANN), and scalable retrieval.
The real risk of AI is how it concentrates power
Fast.ai Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
The real risk of AI is how it concentrates power
Friends with no previous interest in AI ethics have begun asking me questions in the wake of the release of ChatGPT4, Bard, and Bing Chat. This new generation o
Run Llama 2 with an API
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Run Llama 2 with an API
Llama 2 is the first open source language model of the same caliber as OpenAI’s models. Learn how to run it in the cloud with one line of code.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Frontier Model Forum
We’re forming a new industry body to promote the safe and responsible development of frontier AI systems: advancing AI safety research, identifying best practic
Run SDXL with an API
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Run SDXL with an API
How to run Stable Diffusion XL 1.0 using the Replicate API
A comprehensive guide to running Llama 2 locally
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
A comprehensive guide to running Llama 2 locally
How to run Llama 2 on Mac, Linux, Windows, and your phone.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Moving AI governance forward
OpenAI and other leading labs reinforce AI safety, security and trustworthiness through voluntary commitments.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Custom instructions for ChatGPT
We’re rolling out custom instructions to give you more control over how ChatGPT responds. Set your preferences, and ChatGPT will keep them in mind for all futur
What happened with Llama 2 in the last 24 hours? 🦙
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
What happened with Llama 2 in the last 24 hours? 🦙
A roundup of recent developments from the llamaverse following the second major release of Meta's open-source large language model.
AI Safety and the Age of Dislightenment
Fast.ai Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
AI Safety and the Age of Dislightenment
Proposals for stringent AI model licensing and surveillance will likely be ineffective or counterproductive, concentrating power in unsustainable ways, and pote
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Introducing OpenAI London
We are excited to announce OpenAI’s first international expansion with a new office in London, United Kingdom.
Lilian Weng's Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
LLM Powered Autonomous Agents
Building agents with LLM (large language model) as its core controller is a cool concept. Several proof-of-concepts demos, such as AutoGPT , GPT-Engineer and Ba
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Testimony before the U.S. Senate
The following is the written testimony of Sam Altman, Chief Executive Officer of OpenAI, before the U.S. Senate Committee on the Judiciary (Subcommittee on Priv
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
LlamaIndex and Weaviate
An introductory overview of LlamaIndex, the LLM framework
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Function calling and other API updates
We’re announcing updates including more steerable API models, function calling capabilities, longer context, and lower prices.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Large Language Models and Search
Learn about the intersection between LLMs and Search
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Comment on NTIA AI Accountability Policy
The National Telecommunications and Information Administration (NTIA) request for comments on AI Accountability policy.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
How to run an embedded vector database in 10 lines of code
The Weaviate server can be run locally directly from client code
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
OpenAI Cybersecurity Grant Program
Our goal is to facilitate the development of AI-powered cybersecurity capabilities for defenders through grants and other support.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Improving mathematical reasoning with process supervision
We've trained a model to achieve a new state-of-the-art in mathematical problem solving by rewarding each correct step of reasoning (“process supervision”) inst
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Running Large Language Models Privately - privateGPT and Beyond
A discussion on data privacy and privacy-preserving machine learning for LLMs
Make any large language model a better poet
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Make any large language model a better poet
Prompt engineering and training are often the first solutions we reach for to improve language model behavior, but they're not the only way.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Democratic inputs to AI
Our nonprofit organization, OpenAI, Inc., is launching a program to award ten $100,000 grants to fund experiments in setting up a democratic process for decidin
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Instruction-tuning Stable Diffusion with InstructPix2Pix
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Governance of superintelligence
Now is a good time to start thinking about the governance of superintelligence—future AI systems dramatically more capable than even AGI.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Introducing the ChatGPT app for iOS
The ChatGPT app syncs your conversations, supports voice input, and brings our latest model improvements to your fingertips.
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Assisted Generation: a new direction toward low-latency text generation
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Try Google's newly announced PaLM API with Weaviate
Weaviate now supports the PaLM models for embeddings and generative search through two new modules.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Language models can explain neurons in language models
We use GPT-4 to automatically write explanations for the behavior of neurons in large language models and to score those explanations. We release a dataset of t
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Creating a Coding Assistant with StarCoder
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Generative Feedback Loops with LLMs for Vector Databases
An introduction to creating generative feedback loops with LLMs in Weaviate.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Weaviate 1.19 Release
Weaviate 1.19 introduces generative cohere module, gRPC API support, improved data types, and more.
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
How to Install and Use the Hugging Face Unity API
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Training a language model with 🤗 Transformers using TensorFlow and TPUs
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
How to Create Your Own ChatGPT Plugin
A show-and-tell of how we created the Weaviate Retrieval Plugin for ChatGPT
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Running IF with 🧨 diffusers on a Free Tier Google Colab
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Databricks ❤️ Hugging Face: up to 40% faster training and tuning of Large Language Models
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3y ago
New ways to manage your data in ChatGPT
ChatGPT users can now turn off chat history, allowing you to choose which conversations can be used to train our models.
Language model roundup, April 2023
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Language model roundup, April 2023
A roundup of recent developments from the world of open-source language models.
AutoCog — Generate Cog configuration with GPT-4
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
AutoCog — Generate Cog configuration with GPT-4
Give it a machine learning directory and AutoCog will create predict.py and cog.yaml until it successfully runs a prediction
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Giving Auto-GPT Long-Term Memory with Weaviate
Learn about Auto-GPT and how to give it long-term memory with Weaviate!
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Accelerating Hugging Face Transformers with AWS Inferentia2
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Graph Classification with Transformers