Scalably Solving Assistant Games
May 6, 2025
| [Scalably Solving Assistance Games | OpenReview](https://openreview.net/forum?id=xVS7dFKoMR) |
Richard Zou on torch.compile
May 5, 2025
Autotuning in PyTorch & Triton
May 4, 2025
torch.compile offers some knobs for controlling the trade-off of execution performance with longer compile times. This is particularly useful for inference, where the same model will be running for a long time.
Profiling Triton
May 1, 2025
There are a couple of different options to profile a Triton kernel.
JEPA
April 18, 2025
JEPAis an example of a predictive coding architecture. Predictive coding is the idea that the brain works by predicting the next sensory input and learns from the error between the prediction and the actual input. Hierarchies of this kind of prediction allow higher level elements to predict the outputs of lower-level elements, building up deeper and more complex semantics.
Free-Threaded Python community
April 17, 2025
As Thomas posted on the Python Discuss board there is a discord for discussing Free-Threaded/NoGil Python: https://discord.gg/rqgHCDqdRr
Colfax on Blackwell GEMMs
April 17, 2025
MegaScale-infer: disagg MoE inference
April 12, 2025
Pydantic Evals
April 11, 2025
Bonanza Build System
April 10, 2025