millfolio
A private vault for the documents that are yours. Index your PDFs, CSVs, and notes and ask open-ended questions — answered locally, your data never leaving the machine. A frontier model writes the code that runs on your data; it never sees the data itself.
How it works →
The from-scratch, pure-Mojo inference engine underneath — every GPU kernel hand-written.
The privacy harness →
How a frontier model can help with your data without ever seeing it.
Measuring quality →
How we quantify what int4 quantization costs, with perplexity.