Independent inference research
One GPU. A notebook of evidence.
Single-GPU inference reports, reproducibility artifacts, and experimental inspection tools.
Inside the project
Explore the source for details and setup.
- 01Signed-W4 PLE patches and receipts
- 02Scoped eight-session Strata methodology
- 03Strata Lens capture tools and synthetic demo
Before you begin
Project notes
Independent research, not an official Qwen, NVIDIA or SGLang release. Lens is a prerelease; real capture remains pending. Licenses vary by subtree and dependency.
Project descriptions follow the public documentation. Consult the repository for current requirements, limitations, and license terms.