Distinguished Engineer, Apple AIML. Previously: Lead @PyTorch and @TensorFlow. Co-founder of ExecuTorch and TensorFlow Lite
California, USA
Joined November 2009
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Raziel Alvarez retweeted
Want to learn more about PyTorch 2.0? We’re hosting a series of live Q&As for you to Ask the Engineers!
Sessions start on Dec. 13 with @subramen talking about the new developer experience of using PyTorch 2.0. See full schedule here: bit.ly/3Fc4Gwe
2023 and 2.x will see more from PyTorch for high-efficiency production systems, including (but not exclusive to) mobile and #tinyml — livestream #PyTorchConference 2022 youtu.be/vbtGZL7IrAw
Raziel Alvarez retweeted
Many of the mobile experiences people know and love across our apps like Facebook & Instagram are made possible by running AI models on-device.
Today, we’re sharing more information about how Meta uses @PyTorch to enable these experiences ⬇️
Raziel Alvarez retweeted
With @razielag presenting the advances of @PyTorch in on-device AI at the #PyTorchConference, make sure to check out how PyTorch is being used on-device at Meta in this blog!
ai.facebook.com/blog/pytorch…
Raziel Alvarez retweeted
We just introduced PyTorch 2.0 at the #PyTorchConference, introducing torch.compile!
Available in the nightlies today, stable release Early March 2023.
Read the full post: bit.ly/3VNysOA
🧵below!
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This Friday (Dec 2nd, 9am-11:20am CT) I’ll be speaking at the #PyTorchConference on how PyTorch will support On-Device ML and the principles on which this new framework is being developed. Presentations will be live-streamed on Facebook. pytorchconference22.splashth…
Just getting started…
Today, Mark Zuckerberg announced the start of a new era for @PyTorch.
The new PyTorch Foundation, run by the Linux Foundation, will help accelerate progress in AI research by maintaining open collaboration and standardizing resources.
Learn more 👇
about.fb.com/news/2022/09/py…
Raziel Alvarez retweeted
Presented some of the recent work from the Tesla Autopilot team at CVPR this year, especially about "Occupancy Networks" - our approach to solve general obstacle detection and using it to enable sophisticated collision avoidance. Full talk here: youtu.be/jPCV4GKX9Dw (1/12)
Raziel Alvarez retweeted
“Make-A-Scene provides a level of control that’s been missing in other SOTA generative AI systems. Text prompting alone is constrained, often like wandering in the dark. Being able to control the composition is a powerful extension for artists & designers” - artist @_ScottEaton_
Raziel Alvarez retweeted
(1/2) We recently announced the release of OPT-175B and now, as promised, we’re releasing OPT-66B, the largest unrestricted open-sourced model to date. We're also releasing our logbook used for training all of our baselines: 125M through 66B. github.com/facebookresearch/…
Today Meta AI is sharing OPT-175B, the first 175-billion-parameter language model to be made available to the broader AI research community. OPT-175B can generate creative text on a vast range of topics. Learn more & request access: ai.facebook.com/blog/democra…
A lot of the effort to move ML on device is to have better privacy guarantees (plus other benefits in terms of user experience).
Raziel Alvarez retweeted
Today marks 5 years since the public release of PyTorch! We didn't expect to come this far, but here we're🙂- 2K Contributors, 90K Projects, 3.9M lines of "import torch" on GitHub. More importantly, we're still receiving lots of love and having a great ride. Here's to the future!
Raziel Alvarez retweeted
PyTorch Developer Day brings together leading academics, researchers and developers from the Machine Learning community to learn more about software releases on PyTorch and ways PyTorch is being used in academia and industry. teapawt.net/i/broadcasts/1Mnxnkoyn…
Raziel Alvarez retweeted
Get ready for PyTorch Developer Day on December 1-2, 2021! We’ve got an amazing lineup of speakers for you on Day 1.
And don’t forget to register for #PTD2 Day 2 taking place on Gather.Town: pytorchdeveloperday.fbreg.co…
Check the thread below to see the speakers ⬇️
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Is textless NLP a truer form of NLP?
GSLM, our first-of-its-kind “textless #NLP” model, learns to generate expressive speech using only raw audio as input. ai.facebook.com/blog/textles…
It generates novel content & prosody congruently with a prompt’s expressive style, as in this example from Jane Austen’s Mansfield Park:
Raziel Alvarez retweeted
State of PyTorch core, September 2021 edition: dev-discuss.pytorch.org/t/st…
Now in Beat in PyToch 1.9!
Major improvements in on-device binary size with Mobile Interpreter. pytorch.org/blog/pytorch-1.9…