uv now ships with dedicated documentation for PyTorch
November 19, 2024 at 10:17 PM
uv now ships with dedicated documentation for PyTorch
PyTorch ends conda packages. I think this is good news for the ecosystem. All aboard the pypi wheels with uv train! dev-discuss.pytorch.org/t/pytorch-de...
PyTorch Deprecation of Conda Nightly Builds
Please see: [Announcement] Deprecating PyTorch’s official Anaconda channel · Issue #138506 · pytorch/pytorch · GitHub PyTorch will stop publishing Anaconda packages that depend on Anaconda’s default ...
dev-discuss.pytorch.org
November 16, 2024 at 6:21 PM
PyTorch ends conda packages. I think this is good news for the ecosystem. All aboard the pypi wheels with uv train! dev-discuss.pytorch.org/t/pytorch-de...
PyTorch internals by @ezyang.bsky.social
This post is a long form essay version of a talk about PyTorch internals, that he gave at the PyTorch NYC meetup on May 14, 2019.
blog.ezyang.com/2019/05/pyto...
This post is a long form essay version of a talk about PyTorch internals, that he gave at the PyTorch NYC meetup on May 14, 2019.
blog.ezyang.com/2019/05/pyto...
November 26, 2024 at 6:49 AM
PyTorch internals by @ezyang.bsky.social
This post is a long form essay version of a talk about PyTorch internals, that he gave at the PyTorch NYC meetup on May 14, 2019.
blog.ezyang.com/2019/05/pyto...
This post is a long form essay version of a talk about PyTorch internals, that he gave at the PyTorch NYC meetup on May 14, 2019.
blog.ezyang.com/2019/05/pyto...
People are using AI to break CUDA’s moat.
Given any pytorch model, it profiles it, ranks bottlenecks by amdahl's law, writes triton or CUDA C++ replacements, and runs 300+ experiments overnight with no human in the loop.
- 5.29x over pytorch eager on rmsnorm
- 2.82x on softmax
Given any pytorch model, it profiles it, ranks bottlenecks by amdahl's law, writes triton or CUDA C++ replacements, and runs 300+ experiments overnight with no human in the loop.
- 5.29x over pytorch eager on rmsnorm
- 2.82x on softmax
April 6, 2026 at 4:18 AM
People are using AI to break CUDA’s moat.
Given any pytorch model, it profiles it, ranks bottlenecks by amdahl's law, writes triton or CUDA C++ replacements, and runs 300+ experiments overnight with no human in the loop.
- 5.29x over pytorch eager on rmsnorm
- 2.82x on softmax
Given any pytorch model, it profiles it, ranks bottlenecks by amdahl's law, writes triton or CUDA C++ replacements, and runs 300+ experiments overnight with no human in the loop.
- 5.29x over pytorch eager on rmsnorm
- 2.82x on softmax
if you think you hate jensen, but you have never installed pytorch, you don't really hate jensen.
January 19, 2026 at 7:37 AM
if you think you hate jensen, but you have never installed pytorch, you don't really hate jensen.
PyTorch 101 🚀
A full PyTorch course (25 hours) for beginners covers the foundation of PyTorch, from processing tensor data to neural network applications such as classification, computer vision, and more.
📽️ www.youtube.com/watch?v=LyJt...
#python #datascience #MachineLearning #DeepLearning
A full PyTorch course (25 hours) for beginners covers the foundation of PyTorch, from processing tensor data to neural network applications such as classification, computer vision, and more.
📽️ www.youtube.com/watch?v=LyJt...
#python #datascience #MachineLearning #DeepLearning
PyTorch 101 Crash Course For Beginners in 2025 (+ Special Giveaway!)
YouTube video by Zero To Mastery
www.youtube.com
December 14, 2024 at 2:36 PM
PyTorch 101 🚀
A full PyTorch course (25 hours) for beginners covers the foundation of PyTorch, from processing tensor data to neural network applications such as classification, computer vision, and more.
📽️ www.youtube.com/watch?v=LyJt...
#python #datascience #MachineLearning #DeepLearning
A full PyTorch course (25 hours) for beginners covers the foundation of PyTorch, from processing tensor data to neural network applications such as classification, computer vision, and more.
📽️ www.youtube.com/watch?v=LyJt...
#python #datascience #MachineLearning #DeepLearning
My deep learning course at the University of Geneva is available on-line. 1000+ slides, ~20h of screen-casts. Full of examples in PyTorch.
fleuret.org/dlc/
And my "Little Book of Deep Learning" is available as a phone-formatted pdf (nearing 700k downloads!)
fleuret.org/lbdl/
fleuret.org/dlc/
And my "Little Book of Deep Learning" is available as a phone-formatted pdf (nearing 700k downloads!)
fleuret.org/lbdl/
November 26, 2024 at 6:15 AM
My deep learning course at the University of Geneva is available on-line. 1000+ slides, ~20h of screen-casts. Full of examples in PyTorch.
fleuret.org/dlc/
And my "Little Book of Deep Learning" is available as a phone-formatted pdf (nearing 700k downloads!)
fleuret.org/lbdl/
fleuret.org/dlc/
And my "Little Book of Deep Learning" is available as a phone-formatted pdf (nearing 700k downloads!)
fleuret.org/lbdl/
For those who wonder about the best way to start contributing to pytorch or open-source projects, here are the top three pointers I'd share:
1. The Ultimate Guide to PyTorch Contributions github.com/pytorch/pyto...
For pytorch core that should be the n1 item on your list.
1. The Ultimate Guide to PyTorch Contributions github.com/pytorch/pyto...
For pytorch core that should be the n1 item on your list.
The Ultimate Guide to PyTorch Contributions
Tensors and Dynamic neural networks in Python with strong GPU acceleration - pytorch/pytorch
github.com
November 23, 2024 at 2:13 PM
For those who wonder about the best way to start contributing to pytorch or open-source projects, here are the top three pointers I'd share:
1. The Ultimate Guide to PyTorch Contributions github.com/pytorch/pyto...
For pytorch core that should be the n1 item on your list.
1. The Ultimate Guide to PyTorch Contributions github.com/pytorch/pyto...
For pytorch core that should be the n1 item on your list.
ESM-2 with FlashAttention github.com/pengzhangzhi...
GitHub - pengzhangzhi/faesm: FAESM: A Drop-in Efficient Pytorch Implementation of ESM
FAESM: A Drop-in Efficient Pytorch Implementation of ESM - pengzhangzhi/faesm
github.com
December 1, 2024 at 8:38 PM
ESM-2 with FlashAttention github.com/pengzhangzhi...
how do you quantify the impact of uv?
pytorch 2.6 launches without conda support
pytorch.org/blog/pytorch...
pytorch 2.6 launches without conda support
pytorch.org/blog/pytorch...
PyTorch 2.6 Release Blog
We are excited to announce the release of PyTorch® 2.6 (release notes)! This release features multiple improvements for PT2: torch.compile can now be used with Python 3.13; new performance-related kno...
pytorch.org
January 30, 2025 at 10:30 PM
how do you quantify the impact of uv?
pytorch 2.6 launches without conda support
pytorch.org/blog/pytorch...
pytorch 2.6 launches without conda support
pytorch.org/blog/pytorch...
is there any greater sign that you are in for hours of suffering
August 2, 2025 at 9:59 PM
is there any greater sign that you are in for hours of suffering
oh yeah well let’s see the creators of gpt and pytorch get a handful of people to read their research and a couple to cite it
November 17, 2025 at 3:55 AM
oh yeah well let’s see the creators of gpt and pytorch get a handful of people to read their research and a couple to cite it
The PyTorch developer's guide to JAX fundamentals cloud.google.com/blog/product...
A guide to JAX for PyTorch developers | Google Cloud Blog
PyTorch users can learn about JAX in this tutorial that connects JAX concepts to the PyTorch building blocks that they’re already familiar with.
cloud.google.com
January 10, 2025 at 4:05 AM
The PyTorch developer's guide to JAX fundamentals cloud.google.com/blog/product...
quivers is a functional probabilistic programming language that compiles to pytorch.
GitHub - FACTSlab/quivers: A functional probabilistic programming language that compiles to PyTorch.
A functional probabilistic programming language that compiles to PyTorch. - FACTSlab/quivers
github.com
May 15, 2026 at 8:17 PM
quivers is a functional probabilistic programming language that compiles to pytorch.
Is this beginning of the end for anaconda?
"PyTorch Deprecation of Conda Nightly Builds"
dev-discuss.pytorch.org/t/pytorch-de...
"PyTorch Deprecation of Conda Nightly Builds"
dev-discuss.pytorch.org/t/pytorch-de...
PyTorch Deprecation of Conda Nightly Builds
Please see: [Announcement] Deprecating PyTorch’s official Anaconda channel · Issue #138506 · pytorch/pytorch · GitHub PyTorch will stop publishing Anaconda packages that depend on Anaconda’s default ...
dev-discuss.pytorch.org
November 15, 2024 at 9:21 PM
Is this beginning of the end for anaconda?
"PyTorch Deprecation of Conda Nightly Builds"
dev-discuss.pytorch.org/t/pytorch-de...
"PyTorch Deprecation of Conda Nightly Builds"
dev-discuss.pytorch.org/t/pytorch-de...
Soumith Chintala "PyTorch Guy" is stepping down from PyTorch and leaving Meta on November 17th.
soumith.ch/blog/2025-11...
soumith.ch/blog/2025-11...
November 6, 2025 at 7:30 PM
Soumith Chintala "PyTorch Guy" is stepping down from PyTorch and leaving Meta on November 17th.
soumith.ch/blog/2025-11...
soumith.ch/blog/2025-11...
Local woman discovers PyTorch bug, digs down into framework internals until she fixes it, writes detailed explanation of her process.
elanapearl.github.io/blog/2025/th...
elanapearl.github.io/blog/2025/th...
the bug that taught me more about PyTorch than years of using it
a loss plateau that looked like my mistake turned out to be a PyTorch bug. tracking it down meant peeling back every layer of abstraction, from optimizer internals to GPU kernels.
elanapearl.github.io
October 26, 2025 at 9:03 PM
Local woman discovers PyTorch bug, digs down into framework internals until she fixes it, writes detailed explanation of her process.
elanapearl.github.io/blog/2025/th...
elanapearl.github.io/blog/2025/th...
Did you know that @PyTorch implements the Bessel's correction to standard deviation, but not numpy or jax.
A possible source of disagreements when porting models to pytorch! @numpy_team
A possible source of disagreements when porting models to pytorch! @numpy_team
February 3, 2025 at 12:52 PM
Did you know that @PyTorch implements the Bessel's correction to standard deviation, but not numpy or jax.
A possible source of disagreements when porting models to pytorch! @numpy_team
A possible source of disagreements when porting models to pytorch! @numpy_team
@pytorch.org now has native Windows ARM builds! blogs.windows.com/windowsdevel...
PyTorch Arm native builds now available for Windows
We are excited to announce the availability of Arm native builds of PyTorch for Windows! Until now, developers and researchers had to compile PyTorch locally to support Windows Arm64. With PyTorch 2.7...
blogs.windows.com
April 23, 2025 at 8:14 PM
@pytorch.org now has native Windows ARM builds! blogs.windows.com/windowsdevel...
the universe if we could install pytorch for mac on the first try
December 19, 2024 at 9:42 PM
the universe if we could install pytorch for mac on the first try
A few months ago we quietly open-sourced a PyTorch video decoding library called torchcodec -- small, nimble, fast, supports GPU decoding via ffmpeg.
The Hugging Face folks had some nice things to say about it as they integrated it into LeRobot.
Check it out here: github.com/pytorch/torc...
The Hugging Face folks had some nice things to say about it as they integrated it into LeRobot.
Check it out here: github.com/pytorch/torc...
March 17, 2025 at 4:29 PM
A few months ago we quietly open-sourced a PyTorch video decoding library called torchcodec -- small, nimble, fast, supports GPU decoding via ffmpeg.
The Hugging Face folks had some nice things to say about it as they integrated it into LeRobot.
Check it out here: github.com/pytorch/torc...
The Hugging Face folks had some nice things to say about it as they integrated it into LeRobot.
Check it out here: github.com/pytorch/torc...
This is clever. Because uv supports explicit indexes you can in fact switch pytorch versions based on environment markers. docs.astral.sh/uv/guides/in...
November 19, 2024 at 8:22 PM
This is clever. Because uv supports explicit indexes you can in fact switch pytorch versions based on environment markers. docs.astral.sh/uv/guides/in...
February 25, 2026 at 4:03 PM
Protenix, the AF3 reproduction made by TikTok's parent company ByteDance, is now available for commercial use with an Apache 2.0 license
GitHub - bytedance/Protenix: A trainable PyTorch reproduction of AlphaFold 3.
A trainable PyTorch reproduction of AlphaFold 3. Contribute to bytedance/Protenix development by creating an account on GitHub.
github.com
December 13, 2024 at 4:48 PM
Protenix, the AF3 reproduction made by TikTok's parent company ByteDance, is now available for commercial use with an Apache 2.0 license