Running large Mixture-of-Experts models across pods creates two major challenges: expert traffic and KV-cache transfer.
At #PyTorchCon, Ravi Gupta, Rishi Madduri, and Shiksha Patel (AMD) will present how MoRI + vLLM tackles both.

@thesteve0.bsky.social
But even for Heinlein, in Moon Is A Harsh Mistress he was relatively pro-woman for the time period he was from.
Or Martha Wells Or Nnedi Okorafor Or Ann Leckie
Running large Mixture-of-Experts models across pods creates two major challenges: expert traffic and KV-cache transfer.
At #PyTorchCon, Ravi Gupta, Rishi Madduri, and Shiksha Patel (AMD) will present how MoRI + vLLM tackles both.
Open Dataset Publishing day!
With help from @wildlabs.bsky.social Boring fund, the @amnh.org, collaborators around the world, and @wellreadpanda.bsky.social 's relentless rectangling, we are happy to share 15K insects annotated + oriented on 1.7K high resolution images!
Look who it is and he does such a good job explaining why PyTorch conference is the place to be
Come joins us!
“This is a data harvesting operation wearing a civic costume.”
@profgalloway.com lloway and @karaswisher.bsky.social warn voters about Elon Musk’s VoteSafe-dot-org and the personal data his America PAC can collect through the site.
Your 'bonus moment of doom' for today: 365 million Hiroshimas. "The explosive addition of thermal energy, which was almost 40 times greater than all the energy humanity used that year, comes amid far-reaching changes to the deep water bodies fundamental to life on Earth."
Communication overhead remains one of the largest bottlenecks in scaling distributed training.
Join us at PyTorch Conference North America in San Jose on October 20-21 to explore the future of distributed training infrastructure: https://hubs.la/Q04v4SL60
To support developers in deepening their technical skills, the PyTorch Foundation is running a dedicated Introduction Track and a full-day PyTorch Associate Training session at PyTorch Conference North America in San Jose, California
Read our latest blog to learn more: https://bit.ly/4dE9899
At #PyTorchCon North America 2026, Alessandro Sangiorgi, Senior Software Engineer (Red Hat), will show how warm starts let Helion autotuning reuse cached configurations for faster iteration instead of repeated cold searches.
Today’s Fall Equinox at 8:05 pm ET marks the start of astronomical fall in the N. Hemisphere and is when the Sun is directly over Earth’s equator. Now through the Winter Solstice, the Northern Hemisphere will receive less ad less direct sunlight as Earth continues along its tilted orbit.
while I don't mind some people can have thousands or millions times more money, the problem becomes when the money is used for political influence, as happens today, partly leading to higher prices and worse living conditions for others, to advance wealth building for those at the top. ...
Connect with the open source AI community at PyTorch Conference North America in San Jose on October 20-21 to discuss open source runtime performance, hardware optimization, and testing frameworks.
Register for PyTorch Conference America today: https://hubs.la/Q04v4SL60
The Anthropic, Meta, and Google "breaking containment" incidents all resulted from setup errors (or a stunt) by the same company: Irregular. Irregular created a sandbox that wasn't really a sandbox because it had a live internet connection, and gave instructions that were then carried out online.
I don’t understand the hand-wringing reaction to claims that nueral networks have a 10% chance of destroying civilisation. Fossil fuel companies have a 100% chance of initiating a mass extinction event. Maybe we could address that?
404 Media is revealing the name of Border Patrol's predictive policing units, which analyze financial data and have local cops pull people over. The people are not suspected of any particular crime.
www.404media.co/a-secretive-...
Detecting crop stress early saves harvests. Learn to calculate the Vegetation Health Index (VHI) and monitor agricultural drought conditions using thermal data from Landsat TIRS. Explore this remote sensing workflow. Click here for the tutorial.
Optical imagery fails in cloudy tropical regions. Synthetic Aperture Radar (SAR) cuts through clouds, making it essential for continuous environmental monitoring. Learn how to track deforestation using Sentinel-1 SAR data. Click here to read.
At PyTorch Conference North America, explore how new optimizers like Muon and TorchJD work alongside tools like fastsafetensors and LMCache to drive multi-loss efficiency and faster LLM serving.
Read the Open Research, Tooling & Optimization Sessions Guide: https://bit.ly/4gXxn4r