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Happy to release Accelerated Scan, a kernel library for first order parallel associative scans in vanilla @PyTorch, Triton 2.2.0 and CUDA C++.
pip install accelerated-scan🧵
pip install accelerated-scan🧵
Volodymyr Kyrylov
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unsupervised learning and rl
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Feeling the AGI today!
This is GPT-6 Astra.
Anything you can do on a computer, Astra can do for you. Fast.View quoted post on X
59 GW
There is not a single power plant left in Ukraine that has not been damaged by Russian attacks. Not one. But we still generate electricity. Thanks to our people. We have kept our system running thanks to physical protection of the facilities – and thanks to everyone who helps us with air defense.
Just as important, Ukraine still has power because of our people – thousands of workers who serve millions. When I see our energy workers, our repair crews, rescue teams – I see something that is often missing in politics: true dedication – the ability to work at one hundred percent, to act immediately – in a real emergency. Not in a month, not in a year or two, but they save lives here, they save lives now. All these years.
Many politicians could learn – and must learn – from ordinary rescuers, from ordinary repair crews, from ordinary electricians – how to act immediately.View quoted post on X
spark is close to an order of magnitude latency improvement for token output, now tools are the bottleneck. great for networks of codex exec
GPT-5.3-Codex-Spark is now in research preview.
You can just build things—faster.View quoted post on X