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Fit More and Train Faster With ZeRO via DeepSpeed and FairScale
Back to Articles Fit More and Train Faster With ZeRO via DeepSpeed and FairScale Published January 19, 2021…
How we sped up transformer inference 100x for 🤗 API customers
Back to Articles How we sped up transformer inference 100x for 🤗 API customers Published January 18, 2021…
Hyperparameter Search with Transformers and Ray Tune
Back to Articles Hyperparameter Search with Transformers and Ray Tune Published November 2, 2020 Update on…
OpenAI Fellows Fall 2018: Final projects
Our second class of OpenAI Fellows has wrapped up, with each Fellow going from a machine learning beginner to…
AI safety needs social scientists
We’ve written a paper arguing that long-term AI safety research needs social scientists to ensure AI…
OpenAI Fellows Summer 2018: Final projects
Our first cohort of OpenAI Fellows has concluded, with each Fellow going from a machine learning beginner to…
OpenAI Scholars 2018: Meet our Scholars
Our first class of OpenAI Scholars is underway, and you can now follow along as this group of experienced…
More on Dota 2
Our Dota 2 result shows that self-play can catapult the performance of machine learning systems from far…
Team update
The OpenAI team is now 45 people. Together, we’re pushing the frontier of AI capabilities—whether by…
Report from the self-organizing conference
Last week we hosted over a hundred and fifty AI practitioners in our offices for our first self-organizing…
Concrete AI safety problems
We (along with researchers from Berkeley and Stanford) are co-authors on today’s paper led by Google Brain…
Generative models
This post describes four projects that share a common theme of enhancing or using generative models, a branch…