Core AI

Large Language Models

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

25,266
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 5,770 reads from curated sources

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 3y 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
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3y ago
Announcing OpenAI’s Bug Bounty Program
This initiative is essential to our commitment to develop safe and advanced AI. As we create technology and services that are secure, reliable, and trustworthy,
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3y ago
Our approach to AI safety
Ensuring that AI systems are built, deployed, and used safely is critical to our mission.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
The ChatGPT Retrieval Plugin - Weaviate as a Long-term Memory Store for Generative AI
Learn how you can connect Weaviate to ChatGPT to generate customized responses.
From Deep Learning Foundations to Stable Diffusion
Fast.ai Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
From Deep Learning Foundations to Stable Diffusion
Today we’re releasing our new course, From Deep Learning Foundations to Stable Diffusion , which is part 2 of Practical Deep Learning for Coders .
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3y ago
ChatGPT plugins
We’ve implemented initial support for plugins in ChatGPT. Plugins are tools designed specifically for language models with safety as a core principle, and help
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
How GPT4.0 and other Large Language Models Work
A gentle introduction to Large Language Models (LLMs) - how they work and what they learn.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
The Tile Encoder - Exploring ANN algorithms Part 2.2
Using the Weaviate Tile Encoder to compress vectors with Product Quantization.
GPT 4 and the Uncharted Territories of Language
Fast.ai Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
GPT 4 and the Uncharted Territories of Language
“ The limits of my language mean the limits of my world. ” — Ludwig Wittgenstein
Week 3 of LLaMA 🦙
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Week 3 of LLaMA 🦙
A roundup of recent developments from the llamaverse.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3y ago
GPTs are GPTs: An early look at the labor market impact potential of large language models
Fine-tune LLaMA to speak like Homer Simpson
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Fine-tune LLaMA to speak like Homer Simpson
With a small amount of data and an hour of training you can make LLaMA output text in the voice of the dataset.
Train and run Stanford Alpaca on your own machine
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Train and run Stanford Alpaca on your own machine
We'll show you how to train Alpaca, a fine-tuned version of LLaMA that can respond to instructions like ChatGPT.
Lilian Weng's Blog 🧠 Large Language Models ⚡ AI Lesson 3y ago
Prompt Engineering
Prompt Engineering , also known as In-Context Prompting , refers to methods for how to communicate with LLM to steer its behavior for desired outcomes without u
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3y ago
Transforming visual accessibility
Be My Eyes uses GPT-4 to transform visual accessibility.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3y ago
Streamlining financial solutions for safety and growth
Stripe leverages GPT-4 to streamline user experience and combat fraud.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 3y ago
GPT-4
We’ve created GPT-4, the latest milestone in OpenAI’s effort in scaling up deep learning. GPT-4 is a large multimodal model (accepting image and text inputs, em