Core AI

Large Language Models

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

24,888
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 5,431 reads from curated sources

Run Meta Llama 3.1 405B with an API
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Run Meta Llama 3.1 405B with an API
Llama 3.1 405B: is the most powerful open-source language model from Meta. Learn how to run it in the cloud with one line of code.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
GPT-4o mini: advancing cost-efficient intelligence
Introducing the most cost-efficient small model in the market
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
New compliance and administrative tools for ChatGPT Enterprise
Compliance API integrations, SCIM, and GPT controls to support compliance programs, data security, and user access at scale
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
OpenAI and Los Alamos National Laboratory announce research partnership
OpenAI and Los Alamos National Laboratory are working to develop safety evaluations to assess and measure biological capabilities and risks associated with fron
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Locally running RAG pipeline with Verba and Llama3 with Ollama
Run your RAG pipelines entirely locally with Verba and Ollama.
Lilian Weng's Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Extrinsic Hallucinations in LLMs
Hallucination in large language models usually refers to the model generating unfaithful, fabricated, inconsistent, or nonsensical content. As a term, hallucina
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Leveraging Weaviate in Your Xcode Projects - A Step-by-Step Guide
A step by step guide on bringing AI Native to the Apple Ecosystem with Weaviate.
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Replicate Intelligence #6
Google's Gemma2 models, language model leaderboard, tips for Stable Diffusion 3
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Finding GPT-4’s mistakes with GPT-4
CriticGPT, a model based on GPT-4, writes critiques of ChatGPT responses to help human trainers spot mistakes during RLHF
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Strategic Content Partnership with TIME
We’re partnering with TIME and its 101 years of archival content to enhance responses and provide links to stories on Time.com
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Welcome Gemma 2 - Google’s new open LLM
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
XLSCOUT Unveils ParaEmbed 2.0: a Powerful Embedding Model Tailored for Patents and IP with Expert Support from Hugging Face
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Best Practices for Scaling Vector Embeddings and Shipping Reliable AI Products
Learn how Instabase and Astronomer are leveraging AI technologies in production!
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Replicate Intelligence #5
Really good coding model, AI search breakthroughs, Discord support bot
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Consistency Models
Diffusion models have significantly advanced the fields of image, audio, and video generation, but they depend on an iterative sampling process that causes slow
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Improved Techniques for Training Consistency Models
Consistency models are a nascent family of generative models that can sample high quality data in one step without the need for adversarial training.
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Surging developer productivity with custom GPTs
Paf adopted ChatGPT Enterprise across its entire company, with engineers using custom GPTs on a daily basis to speed up routine development tasks. Paf also inte
How to get the best results from Stable Diffusion 3
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
How to get the best results from Stable Diffusion 3
We show you how to use Stable Diffusion 3 to get the best images, including new techniques for prompting.
Run Stable Diffusion 3 on your Apple Silicon Mac
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Run Stable Diffusion 3 on your Apple Silicon Mac
A step-by-step guide to generating images with Stable Diffusion 3 on your M-series Mac using MPS acceleration.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Using GPT-4o reasoning to transform cancer care
Color Health is working with OpenAI to pioneer a new way of accelerating cancer patients’ access to treatment. Their new Cancer Copilot application uses GPT-4o
Push a custom version of Stable Diffusion 3
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Push a custom version of Stable Diffusion 3
Create your own custom version of Stability's latest image generation model and run it on Replicate via the web or API.
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Replicate Intelligence #4
Find concepts in GPT models, real-time speech to text in the browser, H100s are coming
Run Stable Diffusion 3 on your own machine with ComfyUI
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Run Stable Diffusion 3 on your own machine with ComfyUI
Copy and paste a few commands into terminal to play with Stable Diffusion 3 on your own GPU-powered machine.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
OpenAI appoints Retired U.S. Army General Paul M. Nakasone to Board of Directors
Nakasone brings cybersecurity experience to growing Board of Directors; will join the Board’s Safety and Security Committee
Run Stable Diffusion 3 with an API
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Run Stable Diffusion 3 with an API
Stable Diffusion 3 is the latest text-to-image model from Stability, with improved image quality, typography, prompt understanding, and resource efficiency. Lea
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
OpenAI and Apple announce partnership
OpenAI and Apple announce partnership to integrate ChatGPT into Apple experiences.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Expanding on how Voice Engine works and our safety research
Exploring the technology behind our text-to-speech model.
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Replicate Intelligence #3
Garden State Llama, applied LLMs guide, real-time image generation
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Extracting Concepts from GPT-4
Using new techniques for scaling sparse autoencoders, we automatically identified 16 million patterns in GPT-4's computations.
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Launching the Artificial Analysis Text to Image Leaderboard & Arena
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Introducing NPC-Playground, a 3D playground to interact with LLM-powered NPCs
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Faster assisted generation support for Intel Gaudi
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Disrupting deceptive uses of AI by covert influence operations
We’ve terminated accounts linked to covert influence operations; no significant audience increase due to our services.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Introducing OpenAI for Nonprofits
We’re launching a new initiative to enhance the accessibility of our tools for nonprofit organizations, including discounted rates for ChatGPT Team and Enterpri
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
OpenAI for Education
An affordable offering for universities to responsibly bring AI to campus.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Automating customer support agents
MavenAGI is a new software company for the AI era. They recently launched an AI customer service agent, built on the flexibility of GPT-4, which a number of com
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
The Newsroom AI Catalyst: a global program with WAN-IFRA
We’re collaborating with WAN-IFRA, the World Association of News Publishers, to launch a global accelerator program that will assist over 100 news publishers to
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Enhancing news in ChatGPT with The Atlantic
The Atlantic is announcing a strategic content and product partnership with OpenAI, which positions The Atlantic as a premium news source within OpenAI. The Atl
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
A Content and Product Partnership with Vox Media
In a multi-faceted agreement, Vox Media’s content will enhance the output of OpenAI’s ChatGPT, and the company will build on OpenAI’s technology to develop prod
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Replicate Intelligence #1
DIY Llama 3 implementation, open-source smart glasses, steering language models with dictionary learning
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
A landmark multi-year global partnership with News Corp
Companies Join Forces to Enrich OpenAI’s Generative AI Products and Platforms with Premium Journalism
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
OpenAI safety practices
Artificial general intelligence has the potential to benefit nearly every aspect of our lives—so it must be developed and deployed responsibly.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Building a Local RAG System for Privacy Preservation with Ollama and Weaviate
How to implement a local Retrieval-Augmented Generation pipeline with Ollama language models and a self-hosted Weaviate vector database via Docker in Python.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
How the voices for ChatGPT were chosen
How the voices for ChatGPT were chosen We worked with industry-leading casting and directing professionals to narrow down over 400 submissions before selecting
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
OpenAI and Reddit Partnership
OpenAI and Reddit Partnership We’re bringing Reddit’s unique content to ChatGPT and our products.
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 1y ago
Shipping Trustworthy AI Products with Instabase and Weaviate
Learn about how Instabase leverages AI to streamline operations and enhance efficiency!
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 1y ago
Hello GPT-4o
We’re announcing GPT-4 Omni, our new flagship model which can reason across audio, vision, and text in real time.