Core AI
Large Language Models
Deep dives into GPT, Claude, Gemini, Llama and the transformers powering modern AI
Skills in this topic
5 skills — Sign in to track your progress
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 5,544 reads from curated sources
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
2y ago
Superalignment Fast Grants
We’re launching $10M in grants to support technical research towards the alignment and safety of superhuman AI systems, including weak-to-strong generalization,
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
2y ago
Weak-to-strong generalization
We present a new research direction for superalignment, together with promising initial results: can we leverage the generalization properties of deep learning
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
2y ago
Partnership with Axel Springer to deepen beneficial use of AI in journalism
Axel Springer is the first publishing house globally to partner with us on a deeper integration of journalism in AI technologies.

Fast.ai Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
A new old kind of R&D lab
Jeremy Howard (founding CEO, previously co-founder of Kaggle and fast.ai) and Eric Ries (founding director, previously creator of Lean Startup and the Long-Term

Replicate Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
Clone your voice using open-source models
We’ve added fine-tuning for realistic voice cloning (RVC). You can train RVC on your own dataset from a YouTube video with a few lines of code using Replicate's
Weaviate Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
Multimodal Retrieval-Augmented Generation (RAG)
Learn how to build Multimodal Retrieval Augmented Generation (MM-RAG) systems that combine text, images, audio, and video. Discover contrastive learning, any-to
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
2y ago
Sam Altman returns as CEO, OpenAI has a new initial board
Mira Murati as CTO, Greg Brockman returns as President. Read messages from CEO Sam Altman and board chair Bret Taylor.
Replicate Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
How to run Yi chat models with an API
The Yi series models are large language models trained from scratch by developers at 01.AI. Learn how to run them in the cloud with one line of code.
Weaviate Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
Building an AI-Powered Shopping Copilot with Weaviate
UK-based startup Moonsift is harnessing the power of AI with Weaviate.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
2y ago
OpenAI Data Partnerships
Working together to create open-source and private datasets for AI training.

Replicate Blog
🧠 Large Language Models
⚡ AI Lesson
2y ago
Generate music from chord progressions and text prompts with MusicGen-Chord
We’ve added chord conditioning to Meta’s MusicGen model, so you can create automatic backing tracks in any style using text prompts and chord progressions.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
2y ago
Introducing GPTs
You can now create custom versions of ChatGPT that combine instructions, extra knowledge, and any combination of skills.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
2y ago
New models and developer products announced at DevDay
GPT-4 Turbo with 128K context and lower prices, the new Assistants API, GPT-4 Turbo with Vision, DALL·E 3 API, and more.
OpenAI News
🧠 Large Language Models
⚡ AI Lesson
2y ago
Frontier risk and preparedness
To support the safety of highly-capable AI systems, we are developing our approach to catastrophic risk preparedness, including building a Preparedness team and
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

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.

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

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.

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 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

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.

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.

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.

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

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

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.

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
DeepCamp AI