Core AI

Large Language Models

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

24,892
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 5,434 reads from curated sources

OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Frontier Model Forum updates
Together with Anthropic, Google, and Microsoft, we’re announcing the new Executive Director of the Frontier Model Forum and a new $10 million AI Safety Fund.
Lilian Weng's Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Adversarial Attacks on LLMs
The use of large language models in the real world has strongly accelerated by the launch of ChatGPT. We (including my team at OpenAI, shoutout to them) have in
Generate images in one second on your Mac using a latent consistency model
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Generate images in one second on your Mac using a latent consistency model
How to run a latent consistency model on your M1 or M2 Mac
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
DALL·E 3 is now available in ChatGPT Plus and Enterprise
We developed a safety mitigation stack to ready DALL·E 3 for wider release and are sharing updates on our provenance research.
How to use retrieval augmented generation with ChromaDB and Mistral
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
How to use retrieval augmented generation with ChromaDB and Mistral
In this post we'll explore the basics of retrieval augmented generation by creating an example app that uses bge-large-en for embeddings, ChromaDB for vector st
Neural algorithmic reasoning
The Gradient 🧠 Large Language Models ⚡ AI Lesson 2y ago
Neural algorithmic reasoning
In this article, we will talk about classical computation : the kind of computation typically found in an undergraduate Computer Science course on Algorithms an
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
OpenAI’s technology explained
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Simplifying contract reviews with AI
Ironclad uses GPT-4 to simplify the contract review process.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Building AI-powered apps for business
Retool uses GPT-4 to give businesses a fast, secure way to build AI-powered apps.
Jet-setting with Llama 2 + Grammars
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Jet-setting with Llama 2 + Grammars
How to use Llama 2 models with grammars for information extraction tasks.
The Artificiality of Alignment
The Gradient 🧠 Large Language Models ⚡ AI Lesson 2y ago
The Artificiality of Alignment
This essay first appeared in Reboot . Credulous, breathless coverage of “AI existential risk” (abbreviated “x-risk”) has reached the mainstream. Who could have
How to run Mistral 7B with an API
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
How to run Mistral 7B with an API
Mistral 7B is an open-source large language model. Learn what it's good at and how to run it in the cloud with one line of code.
Make smooth AI generated videos with AnimateDiff and an interpolator
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Make smooth AI generated videos with AnimateDiff and an interpolator
Combine AnimateDiff and the ST-MFNet frame interpolator to create smooth and realistic videos from a text prompt
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
DALL·E 3 system card
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
🧨 Accelerating Stable Diffusion XL Inference with JAX on Cloud TPU v5e
Hugging Face Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Non-engineers guide: Train a LLaMA 2 chatbot
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Make Real-Time AI a Reality with Weaviate + Confluent
Learn how to build an application using Weaviate and Confluent
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
ChatGPT can now see, hear, and speak
We are beginning to roll out new voice and image capabilities in ChatGPT. They offer a new, more intuitive type of interface by allowing you to have a voice con
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
OpenAI Red Teaming Network
We’re announcing an open call for the OpenAI Red Teaming Network and invite domain experts interested in improving the safety of OpenAI’s models to join our eff
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
How to Reduce Memory Requirements by up to 90%+ using Product Quantization
The details behind how you can compress vectors using PQ with little loss of recall!
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Weaviate Gorilla Part 1 GraphQL APIs
Fine-tuning LlaMA 7B to use the Weaviate GraphQL APIs
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Join us for OpenAI’s first developer conference on November 6 in San Francisco
Developer registration for in-person attendance will open in the coming weeks and developers everywhere will be able to livestream the keynote.
Can LLMs learn from a single example?
Fast.ai Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Can LLMs learn from a single example?
Summary: recently while fine-tuning a large language model (LLM) on multiple-choice science exam questions, we observed some highly unusual training loss curves
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Teaching with AI
We’re releasing a guide for teachers using ChatGPT in their classroom—including suggested prompts, an explanation of how ChatGPT works and its limitations, the
Weaviate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Unlocking the Power of Hybrid Search - A Deep Dive into Weaviate's Fusion Algorithms
How hybrid search works, and under the hood of Weaviate's fusion algorithms.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Introducing ChatGPT Enterprise
Get enterprise-grade security & privacy and the most powerful version of ChatGPT yet.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
GPT-3.5 Turbo fine-tuning and API updates
Developers can now bring their own data to customize GPT-3.5 Turbo for their use cases.
Painting with words: a history of text-to-image AI
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Painting with words: a history of text-to-image AI
With the recent release of Stable Diffusion XL fine-tuning on Replicate, and today being the 1-year anniversary of Stable Diffusion, now feels like the perfect
We're cutting our prices in half
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
We're cutting our prices in half
The price of public models is being cut in half, and soon we'll start charging new users for setup and idle time on private models.
OpenAI News 🧠 Large Language Models ⚡ AI Lesson 2y ago
Using GPT-4 for content moderation
We use GPT-4 for content policy development and content moderation decisions, enabling more consistent labeling, a faster feedback loop for policy refinement, a
Streaming output for language models
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Streaming output for language models
Our API now supports server-sent event streams for language models. Learn how to use them to make your apps more responsive.
Fine-tune SDXL with your own images
Replicate Blog 🧠 Large Language Models ⚡ AI Lesson 2y ago
Fine-tune SDXL with your own images
We’ve added fine-tuning (Dreambooth, Textual Inversion and LoRA) support to SDXL 1.0. You can train SDXL on your own images with one line of code using the Repl
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.