01 · Local
On-device Llama 3.2
Generation stays on an Ollama host. Curriculum shops keep the draft loop off the public internet.
Research preview · Domino Data Systems
Local essays.
Printed quizzes.
Binary forthcoming.
Passage2Quizzes is an industrial research product: a forthcoming operator binary that reads a newline-separated topic list, drafts a five-paragraph passage with a local Llama 3.2 model, writes a ten-item quiz with an answer key, and binds a print packet through Pandoc.
Not yet
released
released
$ p2q topics.txt packet.pdf
Generating an essay on the topic: Photosynthesis
Essay generation took 8 seconds.
Generating a quiz based on the essay
Quiz generation took 4 seconds.
Questions and answers have been saved to
questions.md and converted to packet.pdf
A compound system, not a chatbot window
The public artifact today is the industrial-track report. The product is a future binary for instructors who need a paginated packet, not a chat log.
02 · Packet
Essay, quiz, key
Five paragraphs, ten questions, an answer key, and \newpage fences so Pandoc prints a sit-down exam.
03 · Faithful
Three-language lab
C99, Rust, and Swift ports were proven byte-identical in the lab. The shipping binary is still under embargo.
- Page-break
- 1.16 µs
- Stub pipeline
- 60 ms
- Live essay+quiz
- 12 s
- A/B result
- Identical
IEEE industrial-track reprint
The paper
Faithful Triple-Language Ports of a Local-LLM Essay-and-Quiz Pipeline — Shyamal Chandra, Domino Data Systems.
Page —
Idle
Briefing deck
The presentation
Beamer slides for the industrial-track briefing — same claims, shorter runway.
Page —
Idle
Forthcoming binary
The operator binary is not public yet.
Source ports remain internal. This site publishes only the research reprint, the briefing slides, and the product story. Leave an email and we will write when a signed binary ships.