Conferences.
Where we take what we measured. Every talk links to its listing and the evidence behind it.
PyTorch Day Japan
27×
faster prefill on a second turn: Qwen3-1.7B on ExecuTorch, reusing 1,192 tokens
Tokyo, 10 December 2026
When the KV Cache Cannot Roll Back
How a phone skips re-reading a 2,050-token agent prompt, built twice because the app's two runtimes have different cache constraints.
Alpha Romer Coma and Arjhine Ty
PyTorch Day Korea
1 in 5
replies from the compiled 1.2B cited a search it never made, on our first test set. As a GGUF, none of 640
Seoul, 21 November 2026
Whether a small model on a phone searches when it must, on 160 public questions, four phones and two builds of the same weights.
Xynil Jhed Lacap
GitHub Universe
24 tasks
of real work on ten setups. Each bar is tasks finished; the bright ones ran locally
San Francisco, 28 October 2026
When is local Copilot worth it?
The same Copilot CLI agent on the same real tasks: open-weight models you serve yourself against hosted Copilot.
Alpha Romer Coma
PyTorch Conference Europe
Compiler Tax
what surprises developers moving PyTorch workloads to ASICs
Paris, 8 April 2026
De-mystifying PyTorch for ASICs
A code-first check on moving PyTorch from GPUs to Google TPUs and AWS Trainium, and when it is worth doing.
Alpha Romer Coma