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Back in 2017, engineers at Meta sought to create a type checker for Instagram’s typed Python codebase. Years later, as the type system continued to evolve,...
Today we are announcing an alpha version of Pyrefly, an open source Python type checker and IDE extension crafted in Rust. Pyrefly is a static type...
In 2022, we shared our vision for transforming plastics through an innovative collaboration with the U.S. Department of Energy’s BOTTLE Consortium. Today, that vision is advancing...
This week, at Amazon’s Delivering the Future symposium in Dortmund, Germany, Amazon announced that its Vulcan robots, which stow items into and pick items from fabric...
Meta and NVIDIA collaborated to accelerate vector search on GPUs by integrating NVIDIA cuVS into Faiss v1.10, Meta’s open source library for similarity search. This new...
Meta and Quansight have improved key libraries in the Python Ecosystem. There is plenty more to do and we invite the community to help with our...
Reinforcement learning with human feedback (RLHF) is the standard method for aligning large language models (LLMs) with human preferences — such as the preferences for nontoxic...
Meta develops infrastructure all across the globe to transport information and content for the billions of people using our services around the world. At the core...
When a large language model (LLM) is prompted with a request such as Which medications are likely to interact with St. John’s wort?, it doesn’t search...
Developing AI-powered predictive models for real-world data typically requires expertise in data science, familiarity with machine learning (ML) algorithms, and a solid understanding of the model’s...