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Techniques for training large neural networks
Large neural networks are at the core of many recent advances in AI, but training them is a difficult…
The Annotated Diffusion Model
Back to Articles The Annotated Diffusion Model Published June 7, 2022 Update on GitHub Upvote 365 +359 Niels…
Best practices for deploying language models
Cohere, OpenAI, and AI21 Labs have developed a preliminary set of best practices applicable to any…
Teaching models to express their uncertainty in words
Teaching models to express their uncertainty in words. OpenAI - artificial intelligence news.
DALL·E 2 research preview update
Early users have created over 3 million images to date and helped us improve our safety processes. We’re…
Hierarchical text-conditional image generation with CLIP latents
Hierarchical text-conditional image generation with CLIP latents. OpenAI - artificial intelligence news.
Measuring Goodhart’s law
Goodhart’s law famously says: “When a measure becomes a target, it ceases to be a good measure.”…
Machine Learning Experts - Lewis Tunstall
Back to Articles Machine Learning Experts - Lewis Tunstall Published April 13, 2022 Update on GitHub Upvote -…
Image search with 🤗 datasets
openai/clip-vit-base-patch32 Zero-Shot Image Classification • Updated Feb 29, 2024 • 23.6M • 978
New GPT-3 capabilities: Edit & insert
We’ve released new versions of GPT-3 and Codex which can edit or insert content into existing text, rather…
A research agenda for assessing the economic impacts of code generation models
A research agenda for assessing the economic impacts of code generation models. OpenAI - artificial…
Lessons learned on language model safety and misuse
We describe our latest thinking in the hope of helping other AI developers address safety and misuse of…
Solving (some) formal math olympiad problems
We built a neural theorem prover for Lean that learned to solve a variety of challenging high-school…
Aligning language models to follow instructions
Aligning language models to follow instructions. OpenAI - artificial intelligence news.
Introducing text and code embeddings
We are introducing embeddings, a new endpoint in the OpenAI API that makes it easy to perform natural…
Text and code embeddings by contrastive pre-training
Text and code embeddings by contrastive pre-training. OpenAI - artificial intelligence news.
Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker
Back to Articles Deploy GPT-J 6B for inference using Hugging Face Transformers and Amazon SageMaker Published…
WebGPT: Improving the factual accuracy of language models through web browsing
We’ve fine-tuned GPT-3 to more accurately answer open-ended questions using a text-based web browser.
Customizing GPT-3 for your application
Customizing GPT-3 for your application. OpenAI - artificial intelligence news.
Solving math word problems
We’ve trained a system that solves grade school math problems with nearly twice the accuracy of a…
Summarizing books with human feedback
Summarizing books with human feedback. OpenAI - artificial intelligence news.
TruthfulQA: Measuring how models mimic human falsehoods
TruthfulQA: Measuring how models mimic human falsehoods. OpenAI - artificial intelligence news.
Introducing Triton: Open-source GPU programming for neural networks
We’re releasing Triton 1.0, an open-source Python-like programming language which enables researchers with…
Evaluating large language models trained on code
Evaluating large language models trained on code. OpenAI - artificial intelligence news.