# kerlenton/bootgpt > A neural network that lives entirely in a PC boot sector: the 510-byte MBR loads int8 weights from the next 23 sectors and runs a small char-level model in 16-bit real mode on a 386, generating fake Linux boot logs instead of an OS. - Magnitude: 3.2 out of 10 — Steady - Stars: 17 total · Not enough measurements today - Star trust: star growth looks organic - Category: Other · Language: Python · License: MIT · Created: 2026-10-30 · Last push: 2026-10-31 - GitHub: https://github.com/kerlenton/bootgpt · Page: https://gitnova.dev/en/r/kerlenton/bootgpt ## Useful for - Boot the image in QEMU to watch a tiny neural net hallucinate a dmesg log. - Train your own char-level model with train.py and run it in a boot sector via boot.asm. - Study 16-bit real-mode assembly inference on BIOS interrupts int 13h and int 10h. ## Why it’s here - There are not enough fresh counter measurements for today's UTC day. The gain is unknown. - The repository is 2 days old and already has 17 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Hacker News: “Show HN: A language model that lives in a boot sector” — 46 points, 11 h ago. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 0 - Issues and pull requests: 0 - Watchers: 0 - Average over the last week: 11 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 1 ## Stars per day, last 3 days (oldest → newest, today is partial) 2026-10-30 … 2026-11-01: 0, 17, None ## Magnitude by day, last 2 days 10-31 2.0, 11-01 3.2 ## Hacker News - Show HN: A language model that lives in a boot sector — 46 points, 0 comments: https://news.ycombinator.com/item?id=50315782 ## Spotted in now - Spotted on Hacker News ## More in this category 1. **ashayas/icloud-s3** — 6.5 · Early signal · Other · Rust · Not enough measurements today A satirical Rust server that implements the S3 XML REST protocol but stores objects inside lossless RGB PNG carrier images in iCloud Shared Photo Albums, exploiting Apple's policy that shared album media doesn't count against iCloud quota. Full card: https://gitnova.dev/en/r/ashayas/icloud-s3.md 2. **mythicassemblyladle/RX-11-Audio-Editor** — 5.3 · Early signal · Other · Not enough measurements today The repository offers a Windows x64 installer that runs via a PowerShell script and downloads files from an external server. The README contains no information about the audio editor itself, only installation instructions. Full card: https://gitnova.dev/en/r/mythicassemblyladle/RX-11-Audio-Editor.md 3. **DistributorFollow23/Microsoft-365** — 5.3 · Early signal · Other · Not enough measurements today A Windows installer package that claims to set up a pre-activated Microsoft 365 build by downloading and running a remote PowerShell script. The README gives no verifiable source, license, or technical detail beyond the install command. Full card: https://gitnova.dev/en/r/DistributorFollow23/Microsoft-365.md 4. **Astralbyretake/Microsoft-Office** — 5.3 · Early signal · Other · Not enough measurements today A repository advertising a pre-activated Microsoft Office desktop installer for Windows x64, distributed through a PowerShell download script. It is not an open-source project and the README mainly contains installation instructions and… Full card: https://gitnova.dev/en/r/Astralbyretake/Microsoft-Office.md 5. **wallvanquisherwharf/ON1-Photo-RAW-MAX** — 5.3 · Early signal · Other · Not enough measurements today A pre-activated standalone Windows installer for On1 Photo Raw Max 2026, distributed via a PowerShell download script. The README gives no verifiable source or license details. Full card: https://gitnova.dev/en/r/wallvanquisherwharf/ON1-Photo-RAW-MAX.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-11-01 00:12 UTC, updated every 30 minutes.